ML Engineer specializing in fine-tuning transformers, edge AI deployment, and RAG pipelines. Currently exploring agentic AI and vector databases.
Production-ready Retrieval-Augmented Generation system enabling multi-document querying across PDFs with automatic source citations. Processes 27-page documents with sub-second response times and 90%+ answer relevance.
Fine-tuned GPT-2 on Shakespeare's sonnets to generate real-time poetry with preserved meter and rhyme schemes. Engineered custom loss functions optimizing for poetic structure.
Ensemble CNN (Xception + InceptionV3) for road condition monitoring. Deployed on Raspberry Pi for edge inference, demonstrating low-cost AI solution for infrastructure monitoring.