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byRudra/README.md

Rudra Gupta

Software engineer who happens to speak fluent machine learning.

Open to work Jammu, India

Portfolio Email LinkedIn GitHub

B.Tech CSE (AI/ML), UPES Dehradun  ·  CGPA 8.14/10  ·  2023–2027

I take work through to something running in production, not a prototype — agentic systems, retrieval and fine-tuning, plus the backend and infrastructure that keeps them up. I build with AI coding assistants as standard practice, and exercise judgement on what they generate before it ships.

A jack of all trades is a master of none, but oftentimes better than a master of one.

fine-tuning the model / retrieval looks grounded / shipping to production

Experience

Bilby.ai  ·  Intern   Remote (Hong Kong)  ·  Jun – Jul 2026
Reverse-engineered a SOTA agentic harness — MCP tool integration, context management, tool orchestration — and wrote the comparative research behind the team's tooling decisions.

IIT Jammu  ·  Research Intern   Hybrid  ·  Jun – Jul 2026
Built a privacy-preserving agentic pipeline that generates database algorithms without exposing raw data to the LLM. Researched knowledge conflicts in RAG and strategies for resolving them.

Pi Craft  ·  Web Developer Intern   Remote  ·  Jun – Jul 2025
Built the company site in React on reusable components, with AVIF asset optimisation for faster loads across devices.

Selected work

Edu-SLM  —  LoRA fine-tune of LLaMA and Qwen with RAG-assisted distillation over an Operating Systems curriculum. 95.3% on a 655-MCQ benchmark.
Python PyTorch LoRA/PEFT RAG FAISS

UPESCSA.in  —  MERN event platform, live on AWS EC2. Deployment is hand-rolled: Docker provisioning, nginx reverse proxy and Let's Encrypt TLS in a single command.
MongoDB Express React Node.js Docker Nginx

Agentic Fact-Checking Platform  —  Decomposes a news article into verifiable claims, gathers evidence by automated search, and scores credibility claim by claim. Prompts versioned in MongoDB.
Python FastAPI Groq React MongoDB

TheGeetaWay  —  Semantic search and RAG over Bhagavad Gita verses; Llama 3 answers grounded in the verses actually retrieved.
Python FastAPI Streamlit FAISS Llama 3

Stack

Python, PyTorch, TypeScript, React, Node.js, Express, FastAPI, MongoDB, MySQL, Redis, Docker, AWS, Nginx, Linux

Activity

A snake eating my contribution graph

Contribution stats

Recognition

  • SIH 2025 — top 5 teams, Smart India Hackathon internal round
  • AWS Community Day Dehradun 2025 — cross-team technical and operational coordination, 100+ participants
  • UPES Hackathon 4.0 — led problem-statement design and evaluation for a national-level event
  • Certified: Software Engineer and Python (HackerRank)  ·  Claude Code 101 (Anthropic Academy)

Open to conversations about agentic systems, retrieval, and backend engineering.

Visitor count

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