Projects
Case studies, not portfolio cards — each one covers the problem, the constraints, the decisions I made, and what actually changed.
NayaOne · 2023–2024
Killing a GraphQL N+1 that threatened Tier 1 bank renewals
Refactored 80+ GraphQL queries with raw SQL joins and batched cross-database resolvers, cutting response times 70% — 250ms to 75ms — for 300+ daily users.
- 80+ queries refactored
- 250ms → 75ms (−70%)
- 300+ daily users
Read case study →Medical Avenue · 2026
Taking over a React Native app that was OOM-killing itself: 1.2GB → 350MB
Inherited a React Native patient app from a departed agency team, traced a memory profile that climbed past 1.2GB and got the app killed on real devices to the navigation architecture itself, and rebuilt it to a stable ~350MB — verified on a 2018 Android with 3GB of RAM.
- 1.2GB → ~350MB stable
- OOM kills on devices → zero
- Verified on 2018 Android, 3GB RAM
Read case study →Medical Avenue · Dec 2025 – Jan 2026
A RAG system built in 2.5 weeks to walk into a CEO meeting with proof
Built a source-grounded RAG assistant for the medical-tourism domain — solo, before any contract existed. An ingestion pipeline over 264 interview videos, 2 books, and 7 papers; pgvector retrieval with MMR; and answers that cite their sources or don't answer at all.
- 264 videos + 2 books + 7 papers ingested
- Cited, source-grounded answers only
- ~2.5 weeks, solo, pre-contract
Read case study →NayaOne · 2025
FCA–NVIDIA AI Sandbox: a launch feature shipped in one week
Built the product module behind the FCA–NVIDIA AI Sandbox launch in one week — full-stack, shipped dark behind feature flags on a live platform serving 80+ institutions, switched on for a fixed public launch date.
- 1-week delivery deadline
- Launched on schedule — June 2025
- Official FCA technology partner
Read case study →NayaOne · 2024–2025
35K sessions, one AI pipeline, and a 70% drop-off nobody had measured
Built an automated session-analysis system that compressed a 50–100 hour UX audit into 1.5 hours, exposed a 70% vendor-onboarding abandonment rate, then led the 5-person redesign that cut it below 5%.
- 35K+ sessions analyzed
- UX audit: 50–100h → 1.5h
- Abandonment: 70% → <5%
Read case study →Medical Avenue · 2026
A healthcare-grade file platform with an audit log the database itself protects
Designed a secure file backend on S3-compatible storage — presigned upload → confirm → download → delete, a default-deny access registry, and append-only audit logging enforced by PostgreSQL triggers.
- Default-deny access registry
- Append-only audit via PG triggers
- Signed, time-limited URLs
Read case study →
Want to talk about a role or a system like these?
Senior / staff roles, regulated-workflow products, architecture reviews, AI-enabled internal tools.