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I build at the intersection of infrastructure, AI, and product.
Not the kind of engineer who picks a lane — the kind who builds the lane, instruments it, |
Goldi — AI Career Coaching | Climb Together
Goldi is an AI career coach that actually listens. I'm the #1 contributor, building across the entire surface area: Voice Mode — Emotional intelligence powered by Hume AI with smart interruption handling. The AI doesn't just respond — it reads tone, paces itself, and adapts. Walmart Partnership — Custom onboarding flows for career archetypes (Explorer, Directed, Networker), tailored to one of the world's largest employers. WhatsApp + SMS System — Consent and accountability messaging that drove +28% re-engagement. Not a notification — a conversation. Playlist Architecture — URL-driven, multi-playlist system with race condition fixes and navigation caching that simply works.
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Open-source research platform for multi-agent reinforcement learning. I owned the infrastructure and platform layer: Observability — Datadog + OpenTelemetry pipeline. Metric emission, OTLP receivers, structured collectors replacing legacy SQLite. Kubernetes — Watcher service for job lifecycle events. Helm deploy fixes. Terraform IaC — Lambda, Secrets Manager, IAM for GitHub webhooks. CI/CD — Cancelled-run cleanup, failure classification (timeout / OOM / policy_error), keep-main-green automation. Database — Alembic migrations over PostgreSQL + SQLModel ORM for a 21-table schema.
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Led the complete frontend rebuild of a genomics AI platform used by researchers. Performance was the product:
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Earlier Career — Capgemini (BMW) · tag8 · KPMG
Full stack engineering across enterprise consulting and product startups. Built the foundation
in distributed systems, frontend architecture, and shipping under constraints.
+28% User Re-engagement ████████████████████████████░░░░░░░░░░░░░░░░░░ Goldi
-50% Lambda Cold Starts ██████████████████████████████████████████████░ Factorbook
-55% API Latency ████████████████████████████████████████████░░░ Factorbook
-40% First Contentful Paint ██████████████████████████████████████░░░░░░░░░ Factorbook
99.9% Service Uptime ██████████████████████████████████████████████░ Metta + Factorbook
500+ Tests Written ██████████████████████████████████████████████░ Factorbook
21 DB Tables Migrated █████████████████████░░░░░░░░░░░░░░░░░░░░░░░░░ Metta
Languages & Frameworks
Infrastructure & Cloud
AI & Machine Learning
Observability
Building something interesting? Let's talk.
I'm always down to jam on infra architecture, AI product design,
or why observability is the most underrated superpower in engineering.
