Skip to content
View rudraksh01-tech's full-sized avatar
1 follower · 2 following

Block or report rudraksh01-tech

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. 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
rudraksh01-tech/README.md

Rudra Pratap Singh

AI and full-stack developer · 3rd-year Computer Science (CSE) student in Bengaluru

I build AI systems end to end: agents, RAG and AI security. I don't trust a feature until I've measured it, so every number below comes from a test or an evaluation you can re-run from the repository.

Portfolio · Resume (PDF) · LinkedIn · Email

Featured projects

Project What it is Measured
Dwarpal · live demo Security gateway between AI agents and their MCP tools. Stops tool poisoning, tools that change after approval, and private data leaking to the wrong server, in English, Hindi, Hinglish and Kannada. Data leaked in 0 of 25 attack runs with Dwarpal vs 5 of 25 without, 0 false blocks; Helm chart tested on Kubernetes in CI
AyurIP-Sahayak · live demo Multilingual RAG assistant for Ayurveda and Indian IP law that cites the exact source page for every claim. 0.99 answer faithfulness (166 of 167 claims), Hit@1 0.95, 47 tests
NestFinder · live demo Tool-calling AI agent that finds flats in Bengaluru, explains match scores and checks fair rent. Tool-choice accuracy 20/20 on its eval, every model call traced in Langfuse

What I work with

  • AI / LLMs: RAG, AI agents, LangGraph, Model Context Protocol (MCP), tool calling, embeddings, vector search, LLM evaluation (LLM-as-a-judge), guardrails and prompt-injection defence
  • Backend: Python, FastAPI, Node.js, Express, PostgreSQL + pgvector, Redis, MongoDB
  • Frontend: React, Vite, Tailwind CSS
  • DevOps: Docker, Kubernetes, Helm, GitHub Actions, Vercel, Render

Experience

Founding Software Engineer Intern, FERMOR (Sep – Oct 2026): redesigned the website and its SEO; launch day brought about 30x the usual daily traffic.

Now

Learning to fine-tune small models (QLoRA) to replace Dwarpal's policy judge. Open to AI/ML and full-stack internships.

Pinned Loading

  1. AyurIP-Sahayak AyurIP-Sahayak Public

    Multilingual RAG assistant for Ayurveda and Indian IP law with page-level citations: answers in English, Hindi, Kannada and Hinglish. FastAPI, Gemini, hybrid search, LLM-as-a-judge eval.

    Python 1

  2. nestfinder nestfinder Public

    AI flat finder for Bengaluru: tool-calling assistant, explainable match scores, fair-rent check. React, Express, MongoDB, Groq, Langfuse.

    JavaScript 1

  3. dwarpal dwarpal Public

    Security gateway for AI agents using MCP tools: stops tool poisoning, rug pulls and data leaks in English, Hindi, Hinglish and Kannada. LangGraph, pgvector, Redis, Helm.

    Python 1

  4. triage triage Public

    Support inbox that routes each ticket to the cheapest model that can handle it: fine-tuned MiniLM first, LLM only when unsure.

    Python 1