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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


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
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

🛠️ 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

Data & Tools Power BI MLflow Git Jira Agile

Spoken Languages English Hindi Marathi


🏅 Professional Certifications

Certification Issuer
Artificial Intelligence Professional DIAT, DRDO, Pune
Programming in Python NIELIT, Haridwar

💼 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

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

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