At Think Agents, I own the AI product roadmap and have shipped 6+ LLM-powered features, lifting qualified lead conversion 25%. I also built automation workflows with OpenAI APIs, n8n, and Make.com that cut manual effort 40%.
At First WomenBank, I analyzed financial datasets and produced four roadmap recommendations, two of which were adopted into the bank's FYP 2025 digital product strategy and AI-readiness roadmap. I also built AI-assisted data automation workflows that cut reporting and analysis cycle time 30%.
On my PersonalAIData Analyst project, I defined the product requirements and built an AI data pipeline using Python, SQL, and LLM analysis. I also built and shipped a production Text-to-SQL app using Llama 3.1 and LangChain, improving SQL generation accuracy 30%.

