Michelle Wang

San Francisco, CA · Python, TypeScript, React, Next.js, Flask, PostgreSQL, OpenSearch, Ollama

• -Architected the core compliance intelligence platform in Python/SQLAlchemy, defining the data model, document processing pipeline, and LLM extraction architecture to turn hours-long manual reviews into an automated, event-triggered background process.
• -Owned search and retrieval infrastructure across Postgres and OpenSearch, optimizing hybrid retrieval, vector embeddings, and local LLM inference to query thousands of multi-modal enterprise documents.
• -Shipped support operations workflows across Slack, Plain, Linear, and Interface, deploying AI agents to triage and resolve 20+ daily production tickets for our flagship enterprise customer.

Toronto, ON · Python, Django, TypeScript, Rust, React, Twilio, GraphQL

• -Designed a production-grade QA and triage framework for an AI voice agent, enabling structured root-cause analysis and automated rerun tooling to onboard 50+ service vendors.
• -Hardened production-critical voice infrastructure with websocket signature validation, deterministic fallback logic, and bounded recovery flows, enabling 100+ concurrent phone calls in parallel.
• -Engineered the data contract and synchronization pipelines between a Rust voice runtime and a Python/Django CRM to orchestrate end-to-end transcript handoffs.
• -Drove full-stack development of receptionist guidance into a structured, vendor-configurable model across inbound SMS, email, and voice channels.

Toronto, ON · Python, TypeScript, React, Next.js, Jest, SQL, Redis

• -Implemented a scalable, database-driven license management system, reducing revocation time from days to under a minute and now supporting 5M+ API calls/month.
• -Developed asynchronous text processing for de-identification of large datasets, increasing throughput and supporting secure enterprise data handling.
• -Delivered a marketing web demo on the internal component library, reaching 90% test coverage, AA accessibility, 40% faster first contentful paint, and 50% smaller bundle size.

Heart Rate Zone Indicator

A standalone wearable that classifies heart-rate zones in real time. Embedded Arduino software using the Karvonen method reaches ±2.5 BPM accuracy, with LED, vibration, and LCD feedback.

Jasmine AI

Full-stack multilingual AI agent for a real-estate platform, built with Next.js and Python. Designed scalable PostgreSQL databases with SQLAlchemy APIs and led a 3-engineer team using Agile.

write:here

Full-stack Next.js app that extracts text from images with Google Vision OCR and streamlines email delivery to recipients. Won Most Creative Use of GitHub at Hackville; deployed on Vercel.

sign:here

A React chatbot that simplifies understanding and navigating complex legal documents, powered by Cohere NLP and Flask, with semantic and vector similarity search via Qdrant.