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6 followers · 2 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

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Ritik650/README.md

🎯 About Me

name:          "Ritik Yadav"
role:          "Data Science Undergrad (BS) @ IIT Madras  |  BCA @ MDU Rohtak (concurrent)"
focus:         ["Agentic AI", "Medical Imaging", "MLOps", "RAG Systems"]
hackathons:    "4x Winner · 10+ Finalist Finishes"
leadership:    "Former Deputy Secretary, Kanha House (IIT Madras BS)"
mentorship:    "Online Mentor - Programming in Python, IIT Madras"
currently:     "Applying for ML/AI research internships (medical imaging + agentic systems)"
  • 🔭 Currently building: end-to-end ML pipelines — from medical image segmentation to production MLOps on GCP
  • 🧩 Recently shipped: NeuroSeg — a brain MRI segmentation, detection & slice-interpolation pipeline
  • 🏆 Competing with: Team InnovAIT — ISRO's Bharatiya Antariksh Hackathon, PGDBA Analytics Conclave (IIM Calcutta × IIT Kharagpur × ISI Kolkata), and more
  • 🌱 Deepening: Vertex AI, Feast, DVC, MLflow, GitHub Actions CI/CD, Docker/GKE
  • 💬 Ask me about: search & planning algorithms, RAG microservices, medical imaging pipelines, or hackathon war stories
  • 📫 Reach me: ry9812262@gmail.com

🛠️ Tech Stack




🚀 Featured Projects

Project What it does Stack
🧠 NeuroSeg End-to-end brain MRI pipeline: tumor segmentation, detection & through-plane slice interpolation Python PyTorch
🖼️ Image Captioning ResNet50 + LSTM + Attention on ROCO medical dataset — BLEU 0.65 · ROUGE 0.58 · METEOR 0.60 Deep Learning
🔍 RAG Microservice Retrieval-augmented generation service built for production use Python FastAPI
🎙️ Grounded Voice Real-time voice assistant with grounded, context-aware responses Python
🤖 Quiz Solver Agent Autonomous LLM agent that analyzes and solves quizzes end-to-end Python LLM Agents
🔐 SecureLogin-QA Automated MFA/WebAuthn login test suite — 28 passing CI tests Playwright Selenium

📈 Impact at a Glance

Hackathons Finals Degree

Tests BLEU MLOps

Followers


🌍 Open Source Contributions

Imbad0202/academic-research-skills ⭐ 42.7k Opened PR #450 documenting a write-scope edge case in the project's guard logic. Cross-model review surfaced a POSIX path-matching regression in the original change; the fix was reworked and merged as PR #451, with original authorship retained via Co-Authored-By in the merged commit.


🎓 Leadership & Mentorship

  • 🎓 Deputy Secretary (former), Kanha House — IIT Madras BS
  • 👨‍🏫 Online Mentor, Programming in Python — IIT Madras

⭐ Thanks for stopping by — always building, always learning.

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  1. NeuroSeg NeuroSeg Public

    A medical imaging pipeline covering tumor segmentation, detection, and through-plane slice interpolation, built end-to-end

    Python 2

  2. RAG-Microservice RAG-Microservice Public

    A corpus-agnostic document Q&A service — upload or drop in a folder of documents (PDF, Word, HTML, CSV, markdown, plain text), it ingests them, and answers questions with inline citations and token…

    Python 2

  3. grounded-voice grounded-voice Public

    Talk to it; it answers out loud from a document knowledge base. Streaming ASR → hybrid retrieval → grounded answer → streaming TTS, over a single WebSocket, with voice activity detection, live part…

    Python 2

  4. enterprise-login-automation enterprise-login-automation Public

    Multi-platform research project on enterprise login automation — Playwright (primary), Selenium (comparison), and an analysis of RPA tooling — with a focus on secure MFA / CAPTCHA handling.

    Python 2

  5. Image-Captioning-using-Deep-Learning Image-Captioning-using-Deep-Learning Public

    generate descriptive textual captions for input images by combining computer vision and natural language processing (NLP) methods

    Jupyter Notebook 3 1

  6. LLM-Analysis-Quiz-Solver LLM-Analysis-Quiz-Solver Public

    A full-stack, observable, autonomous agent that solves multi-step data quizzes.

    Python 2