Skip to content

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

45 Commits
Β 
Β 
Β 
Β 

Repository files navigation

Typing SVG

LinkedIn Twitter Medium Portfolio Email

Profile Views GitHub followers


πŸ‘¨β€πŸ’» About Me

class AkashKunwar:
    def __init__(self):
        self.name = "Akash Kunwar"
        self.role = "AI Engineer & Full Stack Developer"
        self.location = "Indore, MP, India"
        self.current_work = [
            "AI Engineer @ Formlogo (Redmond, WA)",
            "Software Engineer @ Arete"
        ]
        self.founded = [
            "Kcron.com - AI-powered resume to portfolio converter",
            "Consites.com - Web development solutions",
            "Osmosian.tech - Technology consulting"
        ]
        self.education = {
            "IIT Chennai": "B.Sc Data Science (GPA: 3.2)",
            "Tula's Institute": "BBA (GPA: 3)"
        }

    def current_focus(self):
        return [
            "Building production-ready LLM applications",
            "RAG optimization & local inference",
            "Document processing automation",
            "Full-stack development with modern frameworks"
        ]

    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together!")

me = AkashKunwar()
me.say_hi()

πŸš€ What I'm Currently Working On

  • πŸ€– AI Engineering at Formlogo: Building & fine-tuning small LLMs (Llama 3.1/3.2) with 96.68% accuracy in PDF data extraction
  • πŸ“Š RAG-based Applications: Developing intelligent systems using LangChain, ChromaDB, and Qdrant with Azure AI Studio
  • πŸ—οΈ Scalable Document Processing: Processing 20+ document types with 2,000+ fields using Azure OCR & GPT-4o
  • 🎯 Startup Ventures: Growing Kcron, Consites, and Osmosian.tech
  • πŸ“š Learning: Advanced LLM optimization techniques, Unsloth, and Ollama for local inference

πŸ’Ό Professional Experience

πŸ”· AI Engineer @ Formlogo

Sep 2024 - Present | Redmond, WA (Remote)

  • Built and fine-tuned small LLMs using character embeddings on 45GB OpenWebTextCorpus
  • Developed RAG-based applications with LangChain, ChromaDB, Qdrant, and Postgres
  • Achieved 96.68% accuracy in PDF data extraction using Azure OCR and GPT-4o
  • Created scalable document processing system supporting 20+ document types and 2,000+ fields
  • Implemented UI automated testing workflows using Selenium & GitHub Actions

πŸ”· Data Analyst @ Anaxee

Dec 2022 - Aug 2024 | Indore, MP

  • Developed ML model for tree detection using drone videos, Google Maps satellite imagery with 95%+ accuracy
  • Utilized YOLO, Tesseract, and OpenCV for object detection and image processing
  • Strong proficiency in statistical analysis, data mining, and predictive modeling
  • Built data pipelines for processing millions of PhonePe transactional data rows

πŸ› οΈ Tech Stack

Languages

Python JavaScript Java R SQL Bash HTML5 CSS3

AI/ML & Data Science

TensorFlow PyTorch scikit-learn Pandas NumPy OpenCV

LLM & AI Frameworks

LangChain OpenAI Ollama Azure AI

Web Development

React Vue.js Flask Django Streamlit

Databases & Cloud

PostgreSQL MongoDB Redis ChromaDB Azure GCP

DevOps & Tools

Docker Git GitHub Actions Selenium Vercel

Analytics & Visualization

Metabase Looker Studio Power BI Tableau


πŸš€ Featured Projects

🎨 Kcron

AI-Powered Resume to Portfolio Converter

  • Transforms resumes into personal portfolio websites within minutes
  • Curated persona portfolios with smart tiles (Crons)
  • Tools for skill analysis, recommendations, and job-aligned enhancements
  • Tech Stack: React, LLM, RAG, Azure AI, LangChain

Minimalist Chrome Extension for Task Management

  • Manage to-do lists locally with a clean, clutter-free interface
  • Add, track, and remove tasks seamlessly
  • Boosts daily productivity with an intuitive design
  • Tech Stack: JavaScript, Chrome Extension API, HTML, CSS

Smart Web Page Organization Tool

  • Save, organize, and categorize web pages effortlessly
  • Personalized folders with tags and notes
  • Transform browsing into a curated digital library
  • Tech Stack: JavaScript, Chrome Extension API, Local Storage

🌳 Tree Detection Model

ML-Powered Field Analysis System

  • Detects live, dead, and total trees in fields using drone videos
  • Integrates Google Maps satellite imagery and ground-level images
  • 95%+ accuracy using YOLO, Tesseract, and OpenCV
  • Tech Stack: Python, YOLO, OpenCV, Machine Learning

πŸ† Achievements & Certifications

πŸ… Competitive Achievements

  • πŸ₯‡ Top 300/50,000+ - Ranked on CodeKata competitive coding platform
  • πŸ₯ˆ 2nd Place - Guvi DataHacks for processing millions of PhonePe transactional data
  • πŸ† Top 5 Finish - IIT Madras DataHacks national-level hackathon (ML model for stock market prediction)

πŸ“œ Certifications

  • πŸŽ“ Machine Learning for Business Professionals - Coursera (Google)
  • πŸŽ“ Probability and Statistics: To p or not to p? - Coursera (University of London)
  • πŸŽ“ Master Data Science Program - Guvi (IIT Madras)

πŸ“Š GitHub Statistics

GitHub Streak
Contribution Graph

πŸ’‘ Latest Blog Posts

  • Coming soon on Medium!

🎯 Current Focus & Goals

const goals2024 = {
    shortTerm: [
        "Scale Kcron.com to 10K+ users",
        "Optimize RAG pipelines for production",
        "Master advanced LLM fine-tuning techniques",
        "Contribute to open-source AI projects"
    ],
    longTerm: [
        "Build successful SaaS products",
        "Become a thought leader in AI/ML space",
        "Expand Osmosian.tech consulting services",
        "Write technical blogs & tutorials"
    ],
    learning: [
        "Advanced LangChain patterns",
        "Vector database optimization",
        "Kubernetes & microservices",
        "System design at scale"
    ]
};

🀝 Let's Connect!

I'm always open to:

  • πŸ’Ό Collaboration on AI/ML and full-stack projects
  • πŸš€ Startup opportunities and consulting gigs
  • πŸ“š Knowledge sharing and technical discussions
  • 🎯 Open source contributions

πŸ“« Reach out to me:

LinkedIn Email Portfolio Twitter


⭐️ From Akashkunwar | Building the future with AI, one commit at a time! πŸš€

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors