-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
894 lines (799 loc) · 45 KB
/
Copy pathindex.html
File metadata and controls
894 lines (799 loc) · 45 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
<!DOCTYPE html>
<html lang="en">
<head>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-NE7YV0L8N3"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() { dataLayer.push(arguments); }
gtag('js', new Date());
gtag('config', 'G-NE7YV0L8N3');
</script>
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<title>Kyle Lin: Personal Website</title>
<meta content="Kyle Lin's personal website — Battery ML Engineer at Element Energy, Stanford MS in Materials Science, and cross-disciplinary engineer in software and materials." name="description">
<meta content="Kyle Lin, ML Engineer, Battery, Machine Learning, Materials Science, Stanford, Software Engineer, portfolio" name="keywords">
<meta property="og:title" content="Kyle Lin: Personal Website">
<meta property="og:url" content="https://kyleptlin.com/">
<meta property="og:description" content="Welcome to Kyle's personal website with his portfolios and more.">
<meta property="og:image"
content="https://raw.githubusercontent.com/PTLin84/PTLin84.github.io/main/assets/img/hero-bg.jpg">
<!-- Favicons -->
<link href="assets/img/favicon.png" rel="icon">
<link href="assets/img/apple-touch-icon.png" rel="apple-touch-icon">
<!-- Google Fonts -->
<link
href="https://fonts.googleapis.com/css?family=Open+Sans:300,400,600,700|Raleway:300,400,600,700|Poppins:300,400,600,700"
rel="stylesheet">
<!-- Vendor CSS Files -->
<link href="assets/vendor/aos/aos.css" rel="stylesheet">
<link href="assets/vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<link href="assets/vendor/bootstrap-icons/bootstrap-icons.css" rel="stylesheet">
<link href="assets/vendor/boxicons/css/boxicons.min.css" rel="stylesheet">
<link href="assets/vendor/glightbox/css/glightbox.min.css" rel="stylesheet">
<link href="assets/vendor/swiper/swiper-bundle.min.css" rel="stylesheet">
<!-- Template Main CSS File -->
<link href="assets/css/style.css" rel="stylesheet">
<!-- =======================================================
* Template Name: iPortfolio - v3.7.0
* Template URL: https://bootstrapmade.com/iportfolio-bootstrap-portfolio-websites-template/
* Author: BootstrapMade.com
* License: https://bootstrapmade.com/license/
======================================================== -->
</head>
<body>
<!-- ======= Mobile nav toggle button ======= -->
<i class="bi bi-list mobile-nav-toggle d-xl-none"></i>
<!-- ======= Header ======= -->
<header id="header">
<div class="d-flex flex-column">
<div class="profile">
<img src="assets/img/2025_profile_02.jpg" alt="Kyle Lin profile photo" class="img-fluid rounded-circle">
<h1 class="text-light"><a href="index.html">Kyle Lin</a></h1>
<div class="social-links mt-3 text-center">
<a target=”_blank” href="https://github.com/PTLin84" class="github"><i class="bx bxl-github"></i></a>
<a href="https://blog.kyleptlin.com" class="medium"><i class="bx bxs-book-content"></i></a>
<a target=”_blank” href="https://www.linkedin.com/in/kyle-ptlin/" class="linkedin"><i
class="bx bxl-linkedin"></i></a>
</div>
</div>
<nav id="navbar" class="nav-menu navbar">
<ul>
<li><a href="#hero" class="nav-link scrollto active"><i class="bx bx-home"></i> <span>Home</span></a></li>
<li><a href="#about" class="nav-link scrollto"><i class="bx bx-user"></i> <span>About</span></a></li>
<li><a href="#skills" class="nav-link scrollto"><i class="bx bx-notepad"></i> <span>Skills</span></a></li>
<li><a href="#resume" class="nav-link scrollto"><i class="bx bx-file-blank"></i> <span>Resume</span></a></li>
<li><a href="#portfolio" class="nav-link scrollto"><i class="bx bx-book-content"></i>
<span>Portfolio</span></a></li>
<!-- <li><a href="#services" class="nav-link scrollto"><i class="bx bx-server"></i> <span>Services</span></a></li> -->
</ul>
</nav><!-- .nav-menu -->
</div>
</header><!-- End Header -->
<!-- ======= Hero Section ======= -->
<section id="hero" class="d-flex flex-column justify-content-center align-items-center">
<div class="hero-container" data-aos="fade-in">
<h1>Kyle Lin</h1>
<p>I'm a <span class="typed" data-typed-items="MLOps Engineer., Software Developer., Materials Engineer. "></span>
</p>
</div>
</section><!-- End Hero -->
<main id="main">
<!-- ======= About Section ======= -->
<section id="about" class="about">
<div class="container">
<div class="section-title">
<h2>About</h2>
</div>
<div class="row">
<div class="col-lg-4" data-aos="fade-right">
<img src="assets/img/2025_profile_02.jpg" class="img-fluid" alt="Kyle Lin profile photo">
</div>
<div class="col-lg-8 pt-4 pt-lg-0 content" data-aos="fade-left">
<h3>Machine Learning Ops Engineer @ TikTok</h3>
<p class="fst-italic" style="margin-left: 8px;">
"Every problem is an opportunity."
</p>
<p>
Kyle is a Machine Learning Ops Engineer at TikTok, owning reliability for PB-scale real-time data
pipelines supporting ads recommendation models across multiple global data centers. Prior to TikTok,
he built ML pipelines and data infrastructure for battery management systems at Element Energy,
applying machine learning to predict and optimize battery performance at GWh scale.
</p>
<p>
His path started in Materials Science, and the instinct for tracing failures to their root cause followed
him through research at NTHU and Stanford and into production ML systems. He is building toward full-stack
ML infrastructure expertise: real-time pipelines, feature stores, model training, and serving at scale.
</p>
<ul>
<li style="list-style-position: outside;">
<i class="bi bi-chevron-right"></i> <strong>Education:</strong> MS in Materials Science, Stanford University
</li>
<li style="list-style-position: outside;">
<i class="bi bi-chevron-right"></i> <strong>Location:</strong> San Jose, CA
</li>
<li style="list-style-position: outside;">
<i class="bi bi-chevron-right"></i> <strong>Email:</strong> <a target="_blank"
href="mailto:ptlin84@alumni.stanford.edu">ptlin84@alumni.stanford.edu</a>
</li>
</ul>
<p>
Outside of work, I enjoy reading📚, playing guitar🎸, swimming🏊, running🏃, and
riding motorcycles🏍.
</p>
</div>
</div>
</div>
</section><!-- End About Section -->
<!-- ======= Skills Section ======= -->
<section id="skills" class="skills section-bg">
<div class="container">
<div class="section-title">
<h2>Skills</h2>
<!-- <p>I have 3 years of materials research experience.</p> -->
</div>
<div class="row skills-content">
<div data-aos="fade-up">
<h4>Software Development</h4>
<table>
<tr>
<th style="width: 20%;">Category</th>
<th style="width: 80%;">Skills</th>
</tr>
<tr>
<td>Languages</td>
<td>Python, SQL, C/C++, Java, JavaScript, Bash, Linux</td>
</tr>
<tr>
<td>ML & MLOps</td>
<td>MLflow, TensorFlow, Docker, Kubernetes, CI/CD, Git, Bitbucket</td>
</tr>
<tr>
<td>Cloud & Infra</td>
<td>Google Cloud Platform (BigQuery, Cloud Run, GKE, Cloud Storage), Flink, Spark, system monitoring, logging</td>
</tr>
<tr>
<td>Python Tools</td>
<td>Pandas, NumPy, scikit-learn, PyTorch, FastAPI, Flask, Typer CLI, Pytest, Plotly Dash, Logging</td>
</tr>
<tr>
<td>Data Engineering</td>
<td>Databases (MongoDB, SQLite, Redis), Pipeline (Spark, Luigi), Visualization (Plotly)</td>
</tr>
</table>
<h4 style="margin-top: 24px;">Materials Engineering</h4>
<table>
<tr>
<th style="width: 20%;">Category</th>
<th style="width: 80%;">Skills</th>
</tr>
<tr>
<td>Processes</td>
<td>Welding, Thermal-Mechanical Processing</td>
</tr>
<tr>
<td>Microstructural Analysis</td>
<td>OM, SEM, EDS, EBSD, EPMA</td>
</tr>
<tr>
<td>Mechanical Properties</td>
<td>Tensile Testing, Hardness, Microhardness</td>
</tr>
<tr>
<td>Characterization</td>
<td>DSC, DTA, DIL, XRD, XPS, Electrochemistry</td>
</tr>
<tr>
<td>Automated Manufacturing</td>
<td>Laser Displacement Sensors, Metrology, Data Communications</td>
</tr>
</table>
</div>
</div>
</div>
</section><!-- End Skills Section -->
<!-- ======= Resume Section ======= -->
<section id="resume" class="resume">
<div class="container">
<div class="section-title">
<h2>Resume</h2>
</div>
<div class="row">
<div class="col-lg-6" data-aos="fade-up">
<h3 class="resume-title">Summary</h3>
<div class="resume-item pb-0">
<h4>Kyle Lin</h4>
<p style="display: inline-block; text-align: justify; text-align-last: left;">
Cross-disciplinary engineer with expertise in software development, data engineering, and materials
engineering. Proficient in leveraging diverse skills to solve complex problems and drive innovation.
</p>
</div>
<h3 class="resume-title">Education</h3>
<div class="resume-item">
<h4>Master of Science<div style="line-height: 50%; "><br>Materials Science and Engineering</div>
</h4>
<p style="margin-bottom: 0;"><em>Stanford University, Stanford, CA</em></p>
<h5>2021 - 2023</h5>
<ul>
<li style="list-style-position: outside">
President of Stanford Taiwanese Student Association</li>
<li style="list-style-position: outside">
Researcher in Professor William Chueh's group</li>
<li style="list-style-position: outside">
Winner of Treehacks, Stanford's biggest yearly hackathon</li>
</ul>
</div>
<div class="resume-item">
<h4>Bachelor of Science <div style="line-height: 50%; "><br>Materials Science and Engineering</div></h4>
<h4>+</h4>
<h4>Bachelor of Arts <div style="line-height: 50%; "><br>Economics</div></h4>
<p style="margin-bottom: 0;"><em>National Tsing Hua University, Hsinchu, Taiwan</em></p>
<h5>2014 - 2018</h5>
<ul>
<li style="list-style-position: outside">
Completed double majors in 4 years</li>
<li style="list-style-position: outside">
Research assistant at High Performance Alloys Lab</li>
<li style="list-style-position: outside">
Member of Blue Sky Juvenile Caring Club</li>
</ul>
</div>
<h3 class="resume-title">Research Experience</h3>
<div class="resume-item">
<h4>Graduate Researcher</h4>
<p style="margin-bottom: 0;"><em>Professor William Chueh Group, Stanford University</em></p>
<h5>2021 - 2023</h5>
<ul>
<li style="list-style-position: outside">
Studied the effect of surface contaminant removal processes on LLZO solid electrolyte to enhance
interfacial ion conductivity</li>
<li style="list-style-position: outside">
Built 15+ coin/pouch cells in glovebox and performed EIS and cycling tests to evaluate cell
performance</li>
</ul>
</div>
<div class="resume-item">
<h4>Research Assistant</h4>
<p style="margin-bottom: 0;"><em>High-Entropy Materials Center, National Tsing Hua University</em></p>
<h5>2017 - 2020</h5>
<ul>
<li style="list-style-position: outside">
Led 4 projects, coauthored 6 <a href="https://scholar.google.com.tw/citations?user=itnDHV0AAAAJ&hl"
target="_blank">publications</a> (250+ citations), 1 <a
href="https://patents.google.com/patent/TW202204646A/en?inventor=%E6%9E%97%E6%9F%8F%E5%BB%B7&oq=%E6%9E%97%E6%9F%8F%E5%BB%B7&sort=new&page=2"
target="_blank">patent</a>, and presented in 3 academic conferences</li>
<li style="list-style-position: outside">
Led the collaboration with Tohoku University, Japan on the research of friction-stir welded
high-entropy alloys</li>
<li style="list-style-position: outside">
Designed and executed experiments and analyses, including alloy fabrication, processing,
microstructural analysis, and mechanical analysis (microhardness and tensile tests)</li>
</ul>
</div>
<h3 class="resume-title">Leadership & Community</h3>
<div class="resume-item">
<h4>Board Member</h4>
<p style="margin-bottom: 0;"><em>North American Taiwanese Engineering & Science Association (NATEA)</em></p>
<h5>Jan 2025 – Present</h5>
</div>
<div class="resume-item">
<h4>Head of Speaker Recruitment</h4>
<p style="margin-bottom: 0;"><em>TEDxWoodside</em></p>
<h5>Apr 2023 – Mar 2024</h5>
</div>
</div>
<div class="col-lg-6" data-aos="fade-up" data-aos-delay="100">
<h3 class="resume-title">Professional Experience</h3>
<div class="resume-item">
<h4>Machine Learning Ops Engineer</h4>
<p style="margin-bottom: 0;"><em>TikTok, San Jose, CA</em></p>
<h5>Oct 2025 – Present</h5>
<ul>
<li style="list-style-position: outside">
Owns reliability for PB-scale real-time data pipelines supporting ads recommendation models across
multiple global data centers</li>
<li style="list-style-position: outside">
Leads automated resource inspection and capacity modeling across thousands of cloud-native services
(compute engines, YARN, HDFS, MQs)</li>
<li style="list-style-position: outside">
Collaborates with R&D and algorithm teams on ads recommendation systems supporting a multi-billion
dollar revenue stream</li>
</ul>
</div>
<div class="resume-item">
<h4>Machine Learning Engineer</h4>
<p style="margin-bottom: 0;"><em>Element Energy, Menlo Park, CA</em></p>
<h5>Jan 2025 – Aug 2025</h5>
<ul>
<li style="list-style-position: outside">
Designed and built scalable ML pipelines with Python and MLflow, automating workflows for large-scale
time-series data and reducing retraining cycles by 4x with continuous training</li>
<li style="list-style-position: outside">
Led data storage migration from millions of local files to Google BigQuery, optimizing data ingestion
and cutting feature loading time by 80%</li>
<li style="list-style-position: outside">
Managed CI/CD pipelines for cloud production deployment</li>
</ul>
</div>
<div class="resume-item">
<h4>Data Analyst</h4>
<p style="margin-bottom: 0;"><em>Element Energy, Menlo Park, CA</em></p>
<h5>Aug 2023 – Jan 2025</h5>
<ul>
<li style="list-style-position: outside">
Led and developed a Python web app for format-agnostic data visualization and algorithm execution,
reducing average dataset visualization time from 5 minutes using code to 10 seconds without code</li>
<li style="list-style-position: outside">
Developed a data dashboard from scratch using Plotly Dash and MongoDB Atlas, handling gigabytes of
time-series battery data and incorporating dynamic data resampling to enhance rendering speed by over
10x</li>
</ul>
</div>
<div class="resume-item">
<h4>Engineer Intern</h4>
<p style="margin-bottom: 0;"><em>QuantumScape Corporation, San Jose, CA</em></p>
<h5>Summer 2022</h5>
<ul>
<li style="list-style-position: outside">
Engineered automated data processing in Python, resulting in an 80% reduction in manual work by
querying SQL database for electrical data of 300+ battery cells and classifying them with pandas and
scikit-learn</li>
</ul>
</div>
<div class="resume-item">
<h4>Technical Support Engineer</h4>
<p style="margin-bottom: 0;"><em>Keyence Corporation, Taipei, Taiwan</em></p>
<h5>2020 - 2021</h5>
<ul>
<li style="list-style-position: outside">
Built 15+ in-line measurement systems using laser displacement sensors, covering hardware/software
integration, sensor configuration, and data processing</li>
<li style="list-style-position: outside">
Facilitated 10+ purchase orders and led 2-month technical training for 3 new hire sales engineers on
principles and applications of laser sensors</li>
</ul>
</div>
<div class="resume-item">
<h4>Product Development Engineer</h4>
<p style="margin-bottom: 0;"><em>Successful Advanced Materials, Hsinchu, Taiwan</em></p>
<h5>2019 - 2020</h5>
<ul>
<li style="list-style-position: outside">
Developed and patented metal matrix composite powders for high-hardness coatings in injection molding
machines</li>
<li style="list-style-position: outside">
Prototyped electromagnetic acoustic transducers for injection molding process monitoring</li>
</ul>
</div>
<div class="resume-item">
<h4>Process Engineer Intern</h4>
<p style="margin-bottom: 0;"><em>Taiwan Semiconductor Manufacturing Company (TSMC), Hsinchu, Taiwan</em>
</p>
<h5>Summer 2019</h5>
<ul>
<li style="list-style-position: outside">
Conducted experiments and proposed a mechanism that leads to target poisoning and process instability
in a PVD tool</li>
<li style="list-style-position: outside">
Improved in-line Ta/TaN thin-film deposition process productivity by 400% after tweaking the process
recipe</li>
</ul>
</div>
<h3 class="resume-title">Certifications</h3>
<div class="resume-item pb-0">
<ul>
<li style="list-style-position: outside">
<a href="https://www.credly.com/badges/406d4338-bec0-45fd-bf89-ab98b0278fd4/public_url" target="_blank">Google Cloud AI Agents</a> — Google (2025)</li>
<li style="list-style-position: outside">
<a href="https://www.credly.com/badges/13715a07-d1e8-404e-947e-4a141f828476" target="_blank">Google Cloud Digital Leader</a> — Google (2025)</li>
<li style="list-style-position: outside">
<a href="https://www.coursera.org/account/accomplishments/specialization/certificate/YWB3C5NBYYI2" target="_blank">Machine Learning Specialization</a> — Stanford University (2025)</li>
<li style="list-style-position: outside">
<a href="https://www.coursera.org/account/accomplishments/verify/Z110GSOCWIH5" target="_blank">BigQuery for Data Analysts</a> — Google Cloud (2024)</li>
<li style="list-style-position: outside">
<a href="https://credential.gsb.stanford.edu/check/E825B77BBCF815FA82703E3D75BF7FDA5F991F3486A13030D24B79427EB5F332cFo4bGhhZFRydVMvbVVmNlB1RnFhL3pTVG5peFNqSXptbnlZSnVOY21WbEJ0OTY4" target="_blank">Stanford Ignite</a> — Stanford GSB (2023)</li>
<li style="list-style-position: outside">
<a href="https://coursera.org/verify/WHEH6ZL9H2DR" target="_blank">Neural Networks and Deep Learning</a> — DeepLearning.AI (2022)</li>
<li style="list-style-position: outside">
<a href="https://www.linkedin.com/learning/certificates/c5bf8db7b0a43db40404debf56a90cd5c22d91c90dbdb3ff55e0bcd24388e5ea" target="_blank">SQL Essential Training</a> — LinkedIn Learning (2021)</li>
<li style="list-style-position: outside">
<a href="https://www.udemy.com/certificate/UC-f5634bec-2a3a-4c86-8b6b-b302a235fe2d/" target="_blank">The Complete JavaScript Course</a> — Udemy (2021)</li>
</ul>
</div>
</div>
</div>
</div>
</section><!-- End Resume Section -->
<!-- ======= Portfolio Section ======= -->
<section id="portfolio" class="portfolio section-bg">
<div class="container">
<div class="section-title">
<h2>Portfolio</h2>
<p style="display: inline-block; text-align: justify; text-align-last: left;">Below is my project portfolio,
which includes research publications in Materials Science areas, applications built for course/side
projects, and awards.</p>
</div>
<div class="row" data-aos="fade-up">
<div class="col-lg-12 d-flex justify-content-center">
<ul id="portfolio-flters">
<li data-filter="*" class="filter-active">All</li>
<li data-filter=".filter-pub">Publications</li>
<!-- <li data-filter=".filter-research">Research</li> -->
<li data-filter=".filter-app">Apps</li>
<li data-filter=".filter-projects">Projects</li>
<li data-filter=".filter-awards">Awards</li>
</ul>
</div>
</div>
<div class="row portfolio-container" data-aos="fade-up" data-aos-delay="100">
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/fsw2.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/fsw2.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Friction Stir Welding of High-Entropy Alloys"><i class="bx bx-plus"></i></a>
<a href="./projects/fsw2/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Friction Stir Welding of High-Entropy Alloys</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/plc.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/plc.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Portevin-Le Chatelier Mechanism in Face-Centered-Cubic Metallic Alloys from Low to High Entropy"><i
class="bx bx-plus"></i></a>
<a href="./projects/plc/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Portevin-Le Chatelier Mechanism in FCC Alloys</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/hesma.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/hesma.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="High-Temperature Martensitic Transformation of CuNiHfTiZr High-Entropy Alloys"><i
class="bx bx-plus"></i></a>
<a href="./projects/hesma/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">High-Temp Martensitic Transformation of HEAs</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-app filter-projects">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/korean_tutor.jpg" class="img-fluid"
alt="Korean Vocabulary Tutor">
<div class="portfolio-links">
<a href="assets/img/portfolio/korean_tutor.jpg" data-gallery="portfolioGallery"
class="portfolio-lightbox" title="Korean Vocabulary Tutor"><i class="bx bx-plus"></i></a>
<a href="./projects/korean_tutor/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Korean Vocabulary Tutor</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-app filter-projects">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/url_shortener_demo_image.jpg" class="img-fluid"
alt="URL Shortener Web App">
<div class="portfolio-links">
<a href="assets/img/portfolio/url_shortener_demo_image.jpg" data-gallery="portfolioGallery"
class="portfolio-lightbox" title="URL Shortener Web App"><i class="bx bx-plus"></i></a>
<a href="./projects/url_shortener/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">URL Shortener Web App</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-app filter-awards">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/altio2.png" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/altio2.png" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="ALTiO: Alternative Audio for Deaf Community"><i class="bx bx-plus"></i></a>
<a href="./projects/altio/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">ALTiO: Alternative Audio for Deaf Community</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-awards filter-app">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/treehack.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/treehack.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Tresure: Incentivize Greener Shopping Habits"><i class="bx bx-plus"></i></a>
<a href="./projects/treehack/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Tresure: Incentivize Greener Shopping Habits</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-app">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/breakout.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/breakout.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Breakout Game"><i class="bx bx-plus"></i></a>
<a href="./projects/breakout/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Breakout Game</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/llzo.png" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/llzo.png" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Effect of H+ Exchange and Surface Impurities on Bulk and Interfacial Electrochemistry of Garnet Solid Electrolytes"><i
class="bx bx-plus"></i></a>
<a href="./projects/llzo/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">H+ Exchange & Surface Impurities in Garnet Solid Electrolytes</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/fsw1.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/fsw1.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Effects of Rotational Speed on the Al0.3CoCrCu0.3FeNi High-Entropy Alloy by Friction Stir Welding"><i
class="bx bx-plus"></i></a>
<a href="./projects/fsw1/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Rotational Speed Effects on HEA via Friction Stir Welding</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-pub">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/jj.jpg" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/jj.jpg" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Improvement in Oxidation Behavior of Al0.2Co1.5CrFeNi1.5Ti0.3 High-Entropy Superalloys by Minor Nb Addition"><i
class="bx bx-plus"></i></a>
<a href="./projects/jj/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">Oxidation Behavior of High-Entropy Superalloys</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-projects">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/cs107e_3dprint.png" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/cs107e_3dprint.png" data-gallery="portfolioGallery"
class="portfolio-lightbox" title="2-Axis GoPro Stabilizer"><i class="bx bx-plus"></i></a>
<a href="./projects/cs107e/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">2-Axis GoPro Stabilizer</p>
</div>
<div class="col-lg-4 col-md-6 portfolio-item filter-projects">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/armada.png" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/armada.png" data-gallery="portfolioGallery" class="portfolio-lightbox"
title="Product Management Project - ARmada: AR for Stadiums"><i class="bx bx-plus"></i></a>
<a href="./projects/armada/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
<p class="portfolio-caption">ARmada: AR for Stadiums</p>
</div>
<!-- <div class="col-lg-4 col-md-6 portfolio-item filter-app filter-awards">
<div class="portfolio-wrap">
<img src="assets/img/portfolio/altio.png" class="img-fluid" alt="">
<div class="portfolio-links">
<a href="assets/img/portfolio/altio.png" data-gallery="portfolioGallery" class="portfolio-lightbox" title="Card 3"><i class="bx bx-plus"></i></a>
<a href="./projects/altio/index.html" title="More Details"><i class="bx bx-link"></i></a>
</div>
</div>
</div> -->
</div>
</div>
</section><!-- End Portfolio Section -->
<!-- ======= Services Section ======= -->
<!-- <section id="services" class="services">
<div class="container">
<div class="section-title">
<h2>Services</h2>
<p>Magnam dolores commodi suscipit. Necessitatibus eius consequatur ex aliquid fuga eum quidem. Sit sint consectetur velit. Quisquam quos quisquam cupiditate. Et nemo qui impedit suscipit alias ea. Quia fugiat sit in iste officiis commodi quidem hic quas.</p>
</div>
<div class="row">
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up">
<div class="icon"><i class="bi bi-briefcase"></i></div>
<h4 class="title"><a href="">Lorem Ipsum</a></h4>
<p class="description">Voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident</p>
</div>
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up" data-aos-delay="100">
<div class="icon"><i class="bi bi-card-checklist"></i></div>
<h4 class="title"><a href="">Dolor Sitema</a></h4>
<p class="description">Minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat tarad limino ata</p>
</div>
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up" data-aos-delay="200">
<div class="icon"><i class="bi bi-bar-chart"></i></div>
<h4 class="title"><a href="">Sed ut perspiciatis</a></h4>
<p class="description">Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur</p>
</div>
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up" data-aos-delay="300">
<div class="icon"><i class="bi bi-binoculars"></i></div>
<h4 class="title"><a href="">Magni Dolores</a></h4>
<p class="description">Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p>
</div>
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up" data-aos-delay="400">
<div class="icon"><i class="bi bi-brightness-high"></i></div>
<h4 class="title"><a href="">Nemo Enim</a></h4>
<p class="description">At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque</p>
</div>
<div class="col-lg-4 col-md-6 icon-box" data-aos="fade-up" data-aos-delay="500">
<div class="icon"><i class="bi bi-calendar4-week"></i></div>
<h4 class="title"><a href="">Eiusmod Tempor</a></h4>
<p class="description">Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi</p>
</div>
</div>
</div>
</section> -->
<!-- End Services Section -->
<!-- ======= Testimonials Section ======= -->
<!-- <section id="testimonials" class="testimonials section-bg">
<div class="container">
<div class="section-title">
<h2>Testimonials</h2>
<p>Magnam dolores commodi suscipit. Necessitatibus eius consequatur ex aliquid fuga eum quidem. Sit sint consectetur velit. Quisquam quos quisquam cupiditate. Et nemo qui impedit suscipit alias ea. Quia fugiat sit in iste officiis commodi quidem hic quas.</p>
</div>
<div class="testimonials-slider swiper" data-aos="fade-up" data-aos-delay="100">
<div class="swiper-wrapper">
<div class="swiper-slide">
<div class="testimonial-item" data-aos="fade-up">
<p>
<i class="bx bxs-quote-alt-left quote-icon-left"></i>
Proin iaculis purus consequat sem cure digni ssim donec porttitora entum suscipit rhoncus. Accusantium quam, ultricies eget id, aliquam eget nibh et. Maecen aliquam, risus at semper.
<i class="bx bxs-quote-alt-right quote-icon-right"></i>
</p>
<img src="assets/img/testimonials/testimonials-1.jpg" class="testimonial-img" alt="">
<h3>Saul Goodman</h3>
<h4>Ceo & Founder</h4>
</div>
</div>
<div class="swiper-slide">
<div class="testimonial-item" data-aos="fade-up" data-aos-delay="100">
<p>
<i class="bx bxs-quote-alt-left quote-icon-left"></i>
Export tempor illum tamen malis malis eram quae irure esse labore quem cillum quid cillum eram malis quorum velit fore eram velit sunt aliqua noster fugiat irure amet legam anim culpa.
<i class="bx bxs-quote-alt-right quote-icon-right"></i>
</p>
<img src="assets/img/testimonials/testimonials-2.jpg" class="testimonial-img" alt="">
<h3>Sara Wilsson</h3>
<h4>Designer</h4>
</div>
</div>
<div class="swiper-slide">
<div class="testimonial-item" data-aos="fade-up" data-aos-delay="200">
<p>
<i class="bx bxs-quote-alt-left quote-icon-left"></i>
Enim nisi quem export duis labore cillum quae magna enim sint quorum nulla quem veniam duis minim tempor labore quem eram duis noster aute amet eram fore quis sint minim.
<i class="bx bxs-quote-alt-right quote-icon-right"></i>
</p>
<img src="assets/img/testimonials/testimonials-3.jpg" class="testimonial-img" alt="">
<h3>Jena Karlis</h3>
<h4>Store Owner</h4>
</div>
</div>
<div class="swiper-slide">
<div class="testimonial-item" data-aos="fade-up" data-aos-delay="300">
<p>
<i class="bx bxs-quote-alt-left quote-icon-left"></i>
Fugiat enim eram quae cillum dolore dolor amet nulla culpa multos export minim fugiat minim velit minim dolor enim duis veniam ipsum anim magna sunt elit fore quem dolore labore illum veniam.
<i class="bx bxs-quote-alt-right quote-icon-right"></i>
</p>
<img src="assets/img/testimonials/testimonials-4.jpg" class="testimonial-img" alt="">
<h3>Matt Brandon</h3>
<h4>Freelancer</h4>
</div>
</div>
<div class="swiper-slide">
<div class="testimonial-item" data-aos="fade-up" data-aos-delay="400">
<p>
<i class="bx bxs-quote-alt-left quote-icon-left"></i>
Quis quorum aliqua sint quem legam fore sunt eram irure aliqua veniam tempor noster veniam enim culpa labore duis sunt culpa nulla illum cillum fugiat legam esse veniam culpa fore nisi cillum quid.
<i class="bx bxs-quote-alt-right quote-icon-right"></i>
</p>
<img src="assets/img/testimonials/testimonials-5.jpg" class="testimonial-img" alt="">
<h3>John Larson</h3>
<h4>Entrepreneur</h4>
</div>
</div>
</div>
<div class="swiper-pagination"></div>
</div>
</div>
</section> -->
<!-- End Testimonials Section -->
<!-- ======= Contact Section ======= -->
<!-- <section id="contact" class="contact">
<div class="container">
<div class="section-title">
<h2>Contact</h2>
<p>Magnam dolores commodi suscipit. Necessitatibus eius consequatur ex aliquid fuga eum quidem. Sit sint consectetur velit. Quisquam quos quisquam cupiditate. Et nemo qui impedit suscipit alias ea. Quia fugiat sit in iste officiis commodi quidem hic quas.</p>
</div>
<div class="row" data-aos="fade-in">
<div class="col-lg-5 d-flex align-items-stretch">
<div class="info">
<div class="address">
<i class="bi bi-geo-alt"></i>
<h4>Location:</h4>
<p>A108 Adam Street, New York, NY 535022</p>
</div>
<div class="email">
<i class="bi bi-envelope"></i>
<h4>Email:</h4>
<p>info@example.com</p>
</div>
<div class="phone">
<i class="bi bi-phone"></i>
<h4>Call:</h4>
<p>+1 5589 55488 55s</p>
</div>
<iframe src="https://www.google.com/maps/embed?pb=!1m14!1m8!1m3!1d12097.433213460943!2d-74.0062269!3d40.7101282!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x0%3A0xb89d1fe6bc499443!2sDowntown+Conference+Center!5e0!3m2!1smk!2sbg!4v1539943755621" frameborder="0" style="border:0; width: 100%; height: 290px;" allowfullscreen></iframe>
</div>
</div>
<div class="col-lg-7 mt-5 mt-lg-0 d-flex align-items-stretch">
<form action="forms/contact.php" method="post" role="form" class="php-email-form">
<div class="row">
<div class="form-group col-md-6">
<label for="name">Your Name</label>
<input type="text" name="name" class="form-control" id="name" required>
</div>
<div class="form-group col-md-6">
<label for="name">Your Email</label>
<input type="email" class="form-control" name="email" id="email" required>
</div>
</div>
<div class="form-group">
<label for="name">Subject</label>
<input type="text" class="form-control" name="subject" id="subject" required>
</div>
<div class="form-group">
<label for="name">Message</label>
<textarea class="form-control" name="message" rows="10" required></textarea>
</div>
<div class="my-3">
<div class="loading">Loading</div>
<div class="error-message"></div>
<div class="sent-message">Your message has been sent. Thank you!</div>
</div>
<div class="text-center"><button type="submit">Send Message</button></div>
</form>
</div>
</div>
</div>
</section><!-- End Contact Section --> -->
</main><!-- End #main -->
<!-- ======= Footer ======= -->
<footer id="footer">
<div class="container">
<div class="copyright">
© Copyright <strong><span>iPortfolio</span></strong>
</div>
<div class="credits">
<!-- All the links in the footer should remain intact. -->
<!-- You can delete the links only if you purchased the pro version. -->
<!-- Licensing information: https://bootstrapmade.com/license/ -->
<!-- Purchase the pro version with working PHP/AJAX contact form: https://bootstrapmade.com/iportfolio-bootstrap-portfolio-websites-template/ -->
Designed by <a href="https://bootstrapmade.com/">BootstrapMade</a>
</div>
</div>
</footer><!-- End Footer -->
<a href="#" class="back-to-top d-flex align-items-center justify-content-center"><i
class="bi bi-arrow-up-short"></i></a>
<!-- Vendor JS Files -->
<script src="assets/vendor/purecounter/purecounter.js"></script>
<script src="assets/vendor/aos/aos.js"></script>
<script src="assets/vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<script src="assets/vendor/glightbox/js/glightbox.min.js"></script>
<script src="assets/vendor/isotope-layout/isotope.pkgd.min.js"></script>
<script src="assets/vendor/swiper/swiper-bundle.min.js"></script>
<script src="assets/vendor/typed.js/typed.min.js"></script>
<script src="assets/vendor/waypoints/noframework.waypoints.js"></script>
<script src="assets/vendor/php-email-form/validate.js"></script>
<!-- Template Main JS File -->
<script src="assets/js/main.js"></script>
</body>
</html>