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raunakpatil/README.md
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Raunak Patil

AI Engineer · Generative AI · LLMs · RAG Pipelines · RLHF

Portfolio LinkedIn Gmail GitHub Talk to Ronie

🟢 Open to new roles · based in Nagpur, India


About

AI Engineer with an MSc in Data Science & AI from the University of Liverpool. I specialise in building and evaluating production-grade Generative AI systems — RAG pipelines, LLM alignment, and RLHF-based quality frameworks. I've shipped systems that measurably move the needle on accuracy, consistency, and reliability.

3+ Years in AI/ML              |  18%  Dataset accuracy improvement (RAG auditing)
14+ Multilingual LLM projects  |  27%  Output consistency boost via QA frameworks
100% Guideline compliance      |  36%  Product engagement lift from data insights

🚀 Featured Projects

Project Stack Link
Ronie — a 3D AI agent for any website · An embodied AI guide: grounded answers, an on-device neural voice, 23 expressions, Blender-authored moves and a mind-reading game, free to run; open template included three.js WebGPU Kokoro TTS Cloudflare Workers Gemini Blender → Repo · 🚀 Live
Radar · Best AI tools on the radar · 6,300+ AI tools ranked by category, a Top 50 and new releases, plus the latest AI news and trending open models; ask it in plain words and it suggests the tools that fit. Rebuilt twice a week, with 1,200 pages for search engines and an open list JavaScript Cloudflare Workers Workers AI GitHub Actions SEO → Repo · 🚀 Live
Raunak's ResRescue · Free AI-powered desktop app that rewrites your resume to beat Applicant Tracking Systems (ATS), Generates Cover Letter, and exports instantly to pixel-perfect PDF & DOCX React 18 Electron Google Gemini API Vite Tailwind CSS Framer Motion → Repo · ⬇ EXE
YouTube Agentic AI Studio · 100% free AI pipeline that researches, scripts, narrates, animates, and auto-uploads faceless YouTube videos — one command, zero cost per video Python Gemini Edge TTS Pexels API LangChain YouTube API → Repo
TriviaFlux · AI-powered Trivia Game with Genkit-generated questions, real-time leaderboards, and a full Android APK release Next.js 15 TypeScript Firebase Google Genkit Tailwind CSS → Repo · ⬇ APK
Titanic Survival Predictor · Interactive ML explainability dashboard — XGBoost + SHAP + Streamlit with survival prediction, passenger search, fairness audit, and model insights Python XGBoost SHAP Streamlit Plotly → Repo · 🚀 Live
Interdimensional Cable · Immersive, nostalgic analog TV simulator for exploring curated YouTube rabbit holes with a dynamic CSS CRT aesthetic and 60fps canvas static engine Vanilla JS CSS3 HTML5 Canvas Web Audio API YouTube API → Repo · 🚀 Live
Zeul · Free, open-source Android wallpaper app, by the community for the community: HD & AMOLED wallpapers, community uploads with moderation, an auto wallpaper changer, a soft tactile UI and a hamster boot intro; built with Ghanshyam Paunikar Kotlin Jetpack Compose Supabase PostgreSQL React → Repo · 🚀 Live · ⬇ APK

🛠️ Tech Stack

Languages Python (Advanced) SQL R

ML / Deep Learning PyTorch TensorFlow Scikit-learn Hugging Face LangChain LlamaIndex RLHF

Generative AI OpenAI API Azure AI RAG Pipelines Prompt Engineering LLM Evaluation AI Agents Vector Databases

Web, 3D & AI agents JavaScript React Next.js three.js WebGPU Cloudflare Workers Gemini API Blender (Python)

Data & Tools Power BI MLflow Git Jira Agile

Spoken Languages English Hindi Marathi


🏅 Professional Certifications

Certification Issuer Year
RAG: Retrieval-Augmented Generation Great Learning 2026
Generative AI: Working with Large Language Models LinkedIn Learning 2026
Agentic AI Fundamentals: Architectures, Frameworks, and Applications LinkedIn Learning 2026
AI in Project Management LinkedIn Learning 2026
Artificial Intelligence Professional DIAT, DRDO, Pune 2021
Python Programming for Artificial Intelligence Datai Team (Udemy) 2021
Programming in Python NIELIT, Haridwar 2021
Elements of AI: Introduction to AI University of Helsinki 2021

💼 Experience

Data Strategy & Quality Analyst (London, UK · Apr 2024 – Mar 2026)

  • Audited RAG-based NLP and Generative AI systems, reducing hallucinations and improving dataset accuracy by 18%
  • Served as Data Controller across 14+ multilingual LLM training projects, ensuring 100% compliance with safety & alignment guidelines
  • Built Power BI QA tracking frameworks → 27% consistency improvement across Agile sprints
  • Led a team of 4 reviewers evaluating prompt-response pairs and RLHF datasets at scale

Junior Data Scientist (Bengaluru, India · Feb 2021 – Jan 2022)

  • Deployed Python ML models for predictive maintenance → 15% reduction in downtime
  • Built customer segmentation models (K-Means, DBSCAN) → 27% increase in conversion rates
  • Analysed user behaviour datasets → 36% lift in product engagement

🎓 Education

MSc Data Science & Artificial Intelligence · University of Liverpool, UK · 2023

Modules: Machine Learning · Data Mining & Visualization · Applied AI · Bio-inspired Optimization

BE Electronics & Telecommunication · G.H. Raisoni Academy of Engineering & Technology · 2021

Modules: Digital Signal Processing · Embedded Systems & Edge AI · Control Systems


🤝 Let's Connect

LinkedIn Gmail Ronie YouTube Instagram

"The best AI system is one that knows what it doesn't know."

Popular repositories Loading

  1. youtube-agentic-ai-studio youtube-agentic-ai-studio Public

    A 100% free AI pipeline that researches, scripts, narrates, and uploads faceless YouTube videos — one command

    Python 148 49

  2. Resrescue-ats-resume-optimizer Resrescue-ats-resume-optimizer Public

    Free AI-powered desktop app that Scrapes Jobs and rewrites your resume to beat Applicant Tracking Systems (ATS), identifies skill gaps, generates cover letter, project ideas, and exports instantly …

    JavaScript 3 1

  3. InterdimentionalCable InterdimentionalCable Public

    Inspired by the legendary Rick and Morty episode, this project completely rejects algorithms and curation. Instead of a predictable grid of thumbnails, it throws you into a non-stop stream of inter…

    JavaScript 2 1

  4. triviaflux triviaflux Public

    AI-powered trivia game with 4 game modes, real-time leaderboards, and a cyberpunk UI — built with Next.js, Firebase & Google Genkit

    TypeScript 1 1

  5. ronie-3d-ai-website-agent ronie-3d-ai-website-agent Public

    Ronie — a free 3D AI agent for any website: grounded answers, on-device neural voice, 23 faces & 23 Blender-authored moves, games. Works with any 3D character. three.js · WebGPU · Cloudflare Worker…

    JavaScript 1

  6. ZeulWallpaperApp ZeulWallpaperApp Public

    Zeul: free, open-source Android wallpaper app. HD & AMOLED wallpapers, community uploads, auto wallpaper changer. Kotlin, Jetpack Compose, Supabase.

    Kotlin 1