At Chemwatch, I was the only AI developer in the R&D team, reporting to the CTO. I automated the chemists’ weekly literature review with an LLM pipeline that reduced 16–24+ person-hours of work to about 30 minutes, and built a sales data-enrichment pipeline that reached 97.5% field completion.
I was the main developer integrating an AWS Bedrock agent into a legacy approvals product, including its tool-calling layer, stateful backend and React chat interface. As an independent developer and AI consultant, I delivered full-stack applications and AI automation for small business clients, and taught clients to use Stable Diffusion and ComfyUI.

