Python Developer transitioning into LLM App Development — passionate about building AI tools that help fintech and compliance teams work more efficiently and make better decisions.
I’m currently strengthening my foundation in:
- LLM frameworks like LangChain and vector search technology
- Retrieval-Augmented Generation (RAG) fundamentals
- Cloud deployment and scaling with AWS
Use AI to automate slow, manual, high-stakes workflows such as:
- Reviewing compliance policies
- Extracting insights from regulatory documents
- Detecting fraud and risky activities early
I want my work to reduce repetitive tasks and increase trust + accuracy in financial systems.
Learning by shipping practical real-world apps:
- Compliance Document Q&A — RAG app for policy lookup
- Research Assistant — Summarize, compare, and extract insights across multiple files
- Fraud Risk Categorizer — Helps streamline risk review workflows
These projects help me grow from fundamentals → production readiness.
📌 Always learning. Always building.

