Projects & Case Studies

A collection of my recent work in AI engineering, featuring practical applications, experiments, and case studies in machine learning, natural language processing, and computer vision.

Multi-modal RAG to Enable Creative Outfits

Building a recommendation system that uses multi-modal RAG to suggest creative outfit combinations based on visual and textual inputs.

RAGMulti-modalComputer VisionLLMFashion

From Tweets to Insights: 93% Accuracy with Fine-Tuned AI

Achieving remarkable sentiment analysis accuracy for airline customer feedback through strategic fine-tuning of GPT-4o-mini, delivering actionable intelligence with minimal training data.

GPT-4o-miniFine-tuningSentiment AnalysisSocial MediaAirlinesNLP

From Vibes to Flywheel: Rigorous AI Evaluation

A starter guide to understanding why evals matter, when and how to use them, and how to build a roadmap to a mature eval driven development cycle

EvaluationBenchmarkingLLMML OpsTesting

Trivia Creation Using Local LLM

Building a local trivia generation system using Ollama to create engaging, factually accurate questions without requiring cloud APIs.

OllamaLocal LLMTriviaContent GenerationEdge AI