Skip to content

About

Config files for my GitHub profile.

Topics

Resources

Stars

1 star

Watchers

1 watching

Forks

Latest commit

 

History

23 Commits

Folders and files

NameName
Last commit message
Last commit date
 
 
 
 

Repository files navigation

Kavin Thakur

AI/ML · Backend · Systems

I build AI systems that are meant to work outside notebooks — from retrieval and inference pipelines to full-stack products.

B.Tech CSE (AI/ML) @ Chitkara University · AI Summer Resident @ IIMA Ventures · Visiting AI/ML Researcher @ NIU Taiwan · LeetCode Knight

LinkedIn · Portfolio · Email · Resume


Experience

AI Summer Resident — IIMA Ventures, IIM Ahmedabad · 2026
Selected Top 40 / 24,503 for an OpenAI-sponsored 6-week AI residency. Co-founded Cloutly as Founding Engineer, owning system architecture, REST APIs, PostgreSQL and multi-agent AI workflows from validation to MVP.

Visiting AI/ML Researcher — National Ilan University, Taiwan · 2026
Built GPU-accelerated computer-vision pipelines for 3D sports analytics from monocular broadcast video; processed and evaluated 519+ real-world clips across trajectory reconstruction, calibration and inference.

Tech Lead — IEEE Student Branch, Chitkara University · 2025–Present
Lead a 20+ member student developer team building and maintaining the branch platform; migrated the stack to Next.js/Supabase, reviewed PRs and stress-tested registration workflows with 10,000+ requests.

Data Science Intern — Infomo · 2024–2025
Worked with real-world telecommunications data on preprocessing, feature engineering and exploratory analysis for downstream ML workflows.


Selected work

BRD Agent — Graph-RAG document intelligence over 500K+ emails, combining FAISS, LightRAG, BGE reranking, local Qwen inference and WebSocket streaming.

VocalWell — Voice-pathology screening platform built with TensorFlow, FastAPI and Next.js, with automated clinical reports and tamper-evident record verification. 1st place, National Healthcare AI — IIT Delhi.

PingSight — 3D Sports Analytics — End-to-end monocular computer vision for table-tennis broadcasts: GPU inference, camera calibration, 3D trajectory reconstruction and tactical analytics across 519+ clips.

GitReason — Codebase intelligence tool that turns a GitHub repository into an architecture explanation, validated dependency graph and interactive source-level map.


Stack

AI / ML Engineering
Python PyTorch TensorFlow Transformers (HF) scikit-learn NumPy Pandas FAISS RAG Pipelines LightRAG

Computer Vision / Research
OpenCV SAM 3 HRNet CUDA 3D Trajectory Reconstruction Monocular Depth Estimation Kalman Filtering Model Evaluation & Benchmarking

LLM Systems / Inference
vLLM Ollama Qwen Open-Source LLMs Context Engineering Agentic Workflows WebSocket Streaming

Software Engineering
Java C++ TypeScript / JavaScript SQL FastAPI Next.js REST APIs Git CI/CD Django Flask

Backend / Infrastructure
PostgreSQL Redis MongoDB Supabase Docker Linux AWS / GCP / Azure


Highlights

  • Top 40 / 24,503 · Top 0.16% — OpenAI-sponsored AI Summer Residency · Top Performer
  • National Winner · ₹1,00,000 — Swasth-a-Thon, PCI India / IIT Delhi · 436 teams
  • Top 4 Nationally — HackFest 2.0, GDG Cloud New Delhi
  • Top 150 / 4,000+ — AMD × IIT Bombay AI Sprint
  • 9× National Hackathon Winner — Multiple wins across GDG Hacks, Code with DCG, Hackaccino, HackEminds and others
  • 1,926 LeetCode rating · Knight · Top 3.94% — 550+ DSA problems
  • 20+ student developers led — IEEE Student Branch Tech Lead

Contribution

GitHub contribution snake

About

Config files for my GitHub profile.

Topics

Resources

Stars

1 star

Watchers

1 watching

Forks

Releases

Packages

Contributors