01 — Portfolio
One throughline: reduce the distance between a problem and the person who can act on it.
Highlights framed for product management, plus public repositories from GitHub.
01 / 04
Scoped and shipped a learning-first load-testing product: guided recipes, cURL import, multi-step journeys, authentication helpers, pass/fail assertions, and an explainable Error Inspector.
02 / 04
Independently scoped and architected a multi-service platform spanning a referral engine, SOS dispatch, and admin governance, defining service boundaries so hospitals, labs, pharmacies, and patients each scale independently.
03 / 04
Defined system requirements for scheduling, budgeting, and vendor booking, normalizing the data model across 3 entities and reducing confirmation time by ~40%; vendor module rated 95% by peer evaluators.
04 / 04
Scoped model requirements and designed the architecture and training pipeline for a deep learning chatbot covering 9 academic subjects, coordinating a 4-person team across a TensorFlow/Keras NLP classifier and Flask web server.