Featured Projects
Production AI systems I've designed and built end-to-end — problem framing, model selection, production API, monitoring, and evaluation.
Pricing Intelligence — Detecting Misleading Listing Prices Across 5 Markets
Fine-tuned transformer classifier that automatically flags conditional and misleading prices in marketplace listings — 20x faster and 5x cheaper than using an LLM, at 90–95% accuracy across 5 markets and 6 languages.
DeBERTa FastAPI AWS Bedrock Datadog
Listing Description Generator — AI Content That Sellers Actually Keep
LLM pipeline that writes complete listing descriptions from structured data, with locale-aware prompts and a closed-loop evaluation system that measures real seller adoption — not just output quality in isolation.
Claude Haiku Streamlit AWS Bedrock Plotly
Call Intelligence Pipeline — From Sales Call to Structured Summary in 60 Seconds
End-to-end speech pipeline that transcribes calls, attributes speakers, and extracts action items — delivering a structured summary in under 60 seconds, straight to your CRM or WhatsApp.
Whisper SpeechBrain Claude Twilio