Work

A selection of projects and the outcomes they delivered.

SaaS Platform

FinTech · Core Engineering

AWS Go Auth/OIDC

Problem: Legacy monolith struggling to scale past 10,000 concurrent users during peak trading hours.
Approach: Decomposed critical paths into Go microservices, migrated to EKS, and introduced OIDC-based auth replacing a homegrown session system.
Outcome: Sustained 50,000+ concurrent users; P99 latency dropped from 2.1s to 180ms; zero auth-related incidents in 12 months post-launch.

50,000+

Concurrent users

180ms (was 2.1s)

P99 latency

0 in 12 months

Auth incidents

Legal · Ai Foundry

AI Document Processing Claude

Problem: Lawyers spending 4–6 hours per week manually extracting key clauses from contracts.
Approach: Built a Claude-powered document analysis pipeline integrated with their existing document management system.
Outcome: Contract review time reduced by 80%; system processes 200+ documents per day; full audit trail for compliance.

80%

Review time reduction

200+

Documents/day

Full audit trail

Compliance

Retail · Core Engineering

Cloud DevOps CI/CD

Problem: Manual deployments causing 2–3 hours of downtime per week; no staging environment.
Approach: Set up GitHub Actions CI/CD, blue-green deployments on AWS, and a full staging environment mirroring production.
Outcome: Zero downtime deployments; deployment frequency increased from weekly to daily; MTTR reduced from 2 hours to 8 minutes.

Zero

Downtime

Daily (was weekly)

Deploy frequency

8 min (was 2h)

MTTR