Optimized rendering and memory to guarantee 60fps performance with zero host OS impact.

Engineered window management handling Mission Control transitions and multi-monitor setups.

Implemented local-first architecture to process screen context on-device for strict user privacy.

Directed full lifecycle from reverse-engineering OS behavior to shipping a polished consumer app.

Optimized NLP to extract clinical entities from transcripts, reducing manual coding errors and latency

Linked scribe notes to billing with CPT and ICD mapping and claim scrubbing pre submission.

Designed coder and biller worklists and dashboards for charge capture, audit trail, and missed revenue

Directed release cycles and QA protocols to ensure strict HIPAA data compliance.

Coordinated with clinicians to maintain smooth scheduling and flow.

Documented vitals and preliminary notes during high-volume periods

Observed friction in manual documentation and data entry

Directly experienced workflows targeted by modern AI systems

Wrote Python and SQL scripts to clean and load Vera incarceration and court datasets.

Worked with Vera researchers to turn justice policy questions into filters, charts and data exports.

Used Git, pull requests and basic tests to ship changes safely in Vera shared repos.

Improved page responsiveness so Vera data tools handled larger justice datasets smoothly

Integrated AI and Lean in chemical engineering for novel reaction pathway prediction.

Collaborated in translating chemical theories to code, enhancing molecule analysis with Lean.

Developed AI models with Lean for pharmaceutical applications at Atom’s Lab.