Shipping
Sep 26A11yReadySep 15VantageSept-15 internal tech talk delivered. Vantage architecture walk (11-slide restructured…Sep 6Civic SentinelAgentic delivery team + GitHub Project board stood up; M0 baseline lane-reviews complete…Sep 5Civic SentinelCanonical metrics source shipped — one provable set of file/page counts, killing…Sep 3A11yReadyForms V1 kicked off with the fidelity foundation shipped: a content-completeness gate now…Sep 2A11yReadyTrack A closed end-to-end. Batch-11 verified on the serving Cloud Run revision:…Aug 25VantageLocked suite reached 416 via the corpus→coverage loop — six net-new locks in a day, every…Aug 25VantageThe “A_Pgm de-gate” landed — one admin read now covers the config side of ~24 role-gated…Aug 25VantageFifth platform-found UCR defect filed — an admin “Active” flag that isn’t…Aug 25VantagePublic metrics pipeline moved to GitHub Actions after source-of-truth was consolidated to…Sep 26A11yReadySep 15VantageSept-15 internal tech talk delivered. Vantage architecture walk (11-slide restructured…Sep 6Civic SentinelAgentic delivery team + GitHub Project board stood up; M0 baseline lane-reviews complete…Sep 5Civic SentinelCanonical metrics source shipped — one provable set of file/page counts, killing…Sep 3A11yReadyForms V1 kicked off with the fidelity foundation shipped: a content-completeness gate now…Sep 2A11yReadyTrack A closed end-to-end. Batch-11 verified on the serving Cloud Run revision:…Aug 25VantageLocked suite reached 416 via the corpus→coverage loop — six net-new locks in a day, every…Aug 25VantageThe “A_Pgm de-gate” landed — one admin read now covers the config side of ~24 role-gated…Aug 25VantageFifth platform-found UCR defect filed — an admin “Active” flag that isn’t…Aug 25VantagePublic metrics pipeline moved to GitHub Actions after source-of-truth was consolidated to…
All Projects

AIRS

Academic Reading Intelligence System

ReactAzure OpenAIFastAPIPyTorchscikit-learnREST API
500+
Students Served
Full
Stack
Fine-tuned
LLM
AIRS — Dashboard View
AIRS — Architecture

Overview

Production LLM-powered academic reading coach serving 500+ students. Fine-tuning pipeline with synthetic training datasets using PyTorch and scikit-learn for model evaluation. React frontend with real-time chat and Azure OpenAI integration.

AIRS — Screenshot

Key Features

Fine-tuning pipeline with synthetic training datasets
PyTorch and scikit-learn for model evaluation
React frontend with real-time chat interface
Azure OpenAI integration for LLM backbone
Serving 500+ university students in production
Custom training pipeline for domain-specific comprehension

Next Project

A11yReady