Selected work
Agentic automation, production pipelines, and applied research—systems built to move from a difficult problem to a measurable outcome.
Agentic AI / Platform Engineering
Built an agentic sales platform that converts RFQs and DXF/PDF engineering drawings into Excel quotations. LLM classification, geometry parsing, and FastAPI automation reduced turnaround from weeks to under an hour, supported by Terraform-managed infrastructure and enterprise integrations.
Case study 02NLP / Research
Built a multi-source opinion summarization system for e-commerce reviews, questions, and product descriptions using T5, mT5, and GPT-3. The research was published at ACM CODS-COMAD 2023.
Case study 03Computer Vision / Research
Built an interactive browser tool that visualizes face-detection activations layer by layer. Developed with TensorFlow.js during a Carnegie Mellon University research collaboration, it runs entirely in the browser.