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PerinbaBuilds/README.md

Hi πŸ‘‹, I'm Perinba Athiban

Typing SVG

Final Year B.Tech CSE (AI & Robotics) @ VIT Chennai

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πŸ›°οΈ Ex-ISRO Intern Β Β·Β  πŸ“œ IEEE-published researcher
πŸ† 4 patents Β Β·Β  πŸ₯‡ National 1st place (YOLOv8 ADAS)

πŸ’¬ Ask me about data engineering, ML/DL, NLP, computer vision, or shipping AI systems to production

Coding gif

πŸ‘¨β€πŸ’» About Me

I'm an AI/ML engineer who builds end-to-end intelligent systems β€” from RAG pipelines and computer vision models to the data infrastructure and APIs that ship them to production. My background spans an ISRO internship on launch-vehicle telemetry analysis, 4 IEEE publications, and 4 patents across IoT, blockchain, and embedded systems. Always exploring the intersection of ML research and real-world deployment.


πŸ› οΈ Tech Stack

Python C C++ Java Dart Flutter

MySQL PostgreSQL MongoDB SQLite Supabase Apache Spark Apache Kafka

TensorFlow PyTorch scikit-learn OpenCV Hugging Face LangChain MLflow

FastAPI Streamlit AWS Docker Jupyter Git GitHub


🎯 Skills by Role

Role Core Skills
βš™οΈ AI Engineer FastAPI, Docker, AWS (EC2, S3), CI/CD, MLOps, RESTful APIs, RAG, Agile/Scrum, Version Control
πŸ€– Machine Learning scikit-learn, Anomaly Detection (Z-Score, Isolation Forest, One-Class SVM), MLflow
🧠 Deep Learning TensorFlow, PyTorch, CNNs
πŸ’¬ NLP RAG, LangChain, Hugging Face, ChromaDB, FAISS, sentence-transformers
πŸ‘οΈ Computer Vision YOLOv8, OpenCV, real-time object detection
πŸ”§ Data Engineer ETL/ELT pipelines, data modeling & warehousing, data architecture, Apache Spark, Apache Kafka, SQL, Data Governance
πŸ“Š Data Scientist Feature engineering, statistical analysis, A/B testing, Python, scikit-learn, MLflow, Jupyter
πŸ—„οΈ Database Management MySQL, PostgreSQL, MongoDB, SQLite3, CRUD operations, schema design, OLAP/OLTP
πŸ’» Software Engineer Java, C++, Data Structures & Algorithms, OOP, Git, Docker, REST APIs, Flutter

πŸš€ Featured Projects

Project Description Stack Links
Semantic-RAG-Search RAG pipeline over 18,000+ Usenet posts from 1993 β€” query rewriting, document grading, and RAGAS evaluation Python, LangGraph, FastAPI Code Β· Demo
TaskPilot RL-powered cloud job scheduler that minimises carbon footprint via tier-pool routing and real-time energy data Python Code Β· Demo
Curve-Analysis-and-Anomaly-Detection Desktop tool for launch vehicle telemetry analysis β€” deviation/bound checks and ML-based anomaly detection. Built at SDSC-SHAR, ISRO Python, scikit-learn Code
BloodBank-Finder Real-time blood donation and emergency-response platform β€” geo-matched donor discovery, live inventory, and ambulance dispatch Next.js, TypeScript, Prisma, Socket.io, React Native Code Β· Demo
Finance-App Personal finance tracker β€” monthly budgets per category, expense and income logging, savings goals, recurring bills, and a financial health score Flutter, Supabase Code Β· Demo

πŸ“œ Publications, Patents & Awards

ISRO – Satish Dhawan Space Centre ML-based anomaly detection (Z-Score, Isolation Forest, One-Class SVM) and a Curve Analysis engine for launch vehicle telemetry
Research 4 IEEE-indexed publications across computer vision, predictive analytics, satellite EPS, and maritime safety systems
Patents 4 patents spanning IoT sensing, blockchain-based EHR systems, and embedded design
Award 1st Place, 39th National Convention of Electrical Engineers (2024) β€” Vehicle Distance Estimation using YOLOv8, from 85+ national submissions

πŸ“Š GitHub Dashboard

Profile details GitHub stats Top languages


Thanks for stopping by!

Explore the projects above, check out the dashboard, or reach out β€” always happy to talk AI, ML, or anything in between.

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