The systems I build and the impact they create
Presented Team Doctor & TeamUp to a live audience of AI builders and community leaders. Both apps open-sourced as a free social-impact gift for small teams — no sign-up, no cost.
No sign-up · No cost · Open source · Demoed live at AI Magic Night
Diagnoses any team’s health in 10 seconds — who owns what, the one red flag, and the single next move. AI reads your words and builds a clarity map instantly.
Set your team up in 30 minutes — a working agreement everyone signs off on, so it doesn’t fall apart later. Scan a QR code, open on your phone, done.
Browser-based · No sign-up · Open source · Installable as PWAs
Two 1st place finishes in state-level data science competitions
Ranked #1 in the Retail Banking domain and Top 10 globally. As sole active engineer for synergy-minds, independently built the entire Fraud Detection & Credit Default Prediction pipeline.
IEEE ICHI 2026 Workshop: Invited to submit to the AgentDS Healthcare Data Challenge Workshop.
Perfect 5.0/5.0 for innovation across 19 teams. Synthesized diverse healthcare datasets to identify geographic blind spots in burn care access. Modeled state-level avoidable hospitalization costs and scored 498+ trauma centers as telemedicine hub candidates.
Built with AI · BYOK architecture · Deterministic cores with optional AI layers
Tri-pane offline communication-skills coach. Three Dojo tools: Speech Coach, Scenario Builder, and Thought Organizer. Runs locally with Ollama — deterministic core + local AI.
EN↔ZH medical interpreter training PWA. Rules-based primary stress engine with CMUdict verifier for pronunciation practice and Chinese meaning mapping.
Self-contained offline study sites · No frameworks · No backend
Interactive concept explorer, method decision tree, comparison tables, SPSS step-by-step guides, and interactive graphs. Hypothesis testing, ANOVA, regression, chi-square.
R-based sibling of the STAT 353 tool — linear algebra, calculus review, LDA, gradient boosting, hypothesis testing. Same interactive framework, R instead of SPSS.
End-to-end data pipelines and analytics projects
IBM Data Analyst Capstone — 70k+ record pipeline analyzing global tech trends with Python, SQL, and Power BI. Full ETL workflow from data collection through interactive dashboards.
AI-powered supply chain inventory management system with predictive analytics and intelligent agents for demand forecasting and stock optimization.