Aum Oza

I’m an AI/ML developer and B.E. (AI & ML) student who enjoys turning real-world problems into working software. In my AI and ML Internship at Moon Finance, I built production FastAPI services for automated financial report extraction and parsing using web scraping and PDF processing pipelines.

I also fine-tuned open-source LLMs for sentiment analysis and fundamental analysis of financial data, using tools like NumPy, Pandas, and scikit-learn. My project work includes a production-deployed multi-tenant PolicyBot using RAG with Pinecone, FastAPI, and JWT-based authentication, plus a React chat interface focused on better grounding and citation tracing.

I’m building privacy-first AI experiences—like local RAG PDF chatbots using LangChain and Ollama (LLaMA 3.1) with semantic search—while shipping practical apps such as a Flask GenAI news/research summarizer and a Gemini-powered test case generator for QA teams. I’m motivated by secure, scalable systems that deliver trustworthy answers.