Skip to content
View auraCodesKM's full-sized avatar
🐨
Visiting AI Researcher @ NIU, Taiwan
🐨
Visiting AI Researcher @ NIU, Taiwan

Highlights

  • Pro

Block or report auraCodesKM

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
auraCodesKM/README.md

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

Pinned Loading

  1. PingSight PingSight Public

    End-to-end AI tactical analysis for table tennis using monocular broadcast video, 3D ball trajectory reconstruction, spin estimation, tactical zone analysis, and RAG-powered coaching insights.

    1

  2. vocalB vocalB Public

    Flask backend for AI-assisted voice pathology screening using acoustic feature extraction, a bidirectional LSTM classifier, automated clinical-style PDF reports, and persistent analysis history.

    Python

  3. brdAgentBackend brdAgentBackend Public

    Graph-RAG backend for automated Business Requirements Document generation from unstructured emails, documents, and meeting transcripts, with local LLM inference, conflict detection, traceable requi…

    Python

  4. sarvam-tts-dataset sarvam-tts-dataset Public

    Curation-first 60-min TTS dataset pipeline (Indian English + Hindi) — license-verified YouTube sources, pre-ASR acoustic QC, human-in-the-loop review, Sarvam STT. Built for the Sarvam AI ML & Speec…

    Python

  5. AfterCircular AfterCircular Public

    TypeScript

  6. gitReason gitReason Public

    AI-powered codebase intelligence platform that analyzes GitHub repositories to map architecture, understand dependencies, and help developers reason about code, risk, and change impact.

    JavaScript