Artificial Intelligence Developer
UST
Apr 2022 - Jan 2024 (1 year 10 months)
As an Artificial Intelligence Developer, I have focused on building and maintaining end-to-end Retrieval-Augmented Generation (RAG) pipelines, leveraging my expertise in deep learning and AI-focused Python development. My recent projects at HP and Kellogg involved data ingestion from cloud storage, document chunking, and embedding generation, utilizing vector storage solutions such as Azure Cognitive Search, FAISS, and Pinecone. I effectively implemented hybrid search techniques, combining BM25 with vector similarity for optimal retrieval. My collaboration with GPT-4 and Azure OpenAI for response generation included addressing challenges like hallucination through meticulous chunking, top-K filtering, and confidence thresholds, while ensuri
