Production AI Engineer | Remote
Remote
San Francisco, CARemote OKFull-time$140k – $220k / year
About this role
Production AI Engineer | Remote
Remote · Production AI · UTC+3 (Nairobi)
Production AI engineer foroperations that can't fail.
I build agentic systems with evals, MCP tool use, and enterprise integration — not chat demos. Flagship: WaybillAgent (Anthropic hackathon, top ~500 of 13,000+). Latest release: Soko ERP— 500+ businesses across East Africa. 50+ POS/WMS deployments give me the domain depth to ship AI that survives real warehouses.
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Featured work
Flagship case studies covering agents, evals, vision, and OSS — with architecture, scorecards, and outcomes.
Featured
WaybillAgent
Walk the warehouse, Claude does the audit.
WaybillAgent transforms warehouse auditing from a multi-day manual process into an AI-assisted guided walk using phone capture and agentic reconciliation—flagship build for Anthropic's Built with Opus 4.7 hackathon (selected top ~500 of 13,000+ applicants).
500 / ~13,000 (Top 3.8%)
Hackathon Cohort
2 weeks -> ~40 minutes
Audit Cycle
$2,000 scanner -> phone/glasses workflow
Device Shift
Claude Opus 4.7
Claude Managed Agents
TypeScript
Next.js
Supabase
Vercel
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Featured
Outcome-Driven Agent Evaluation (Hive)
Evaluation patterns for agents that must improve real outcomes.
Exploration and extension of the Hive framework for outcome-driven agent development, focusing on how teams iterate when success is measured by business results rather than single-turn benchmarks.
Public GitHub fork
Repository
Outcome loops vs. toy task accuracy
Lens
Research and internal eval experiments
Use
Python
Agent Frameworks
Evaluation Design
OSS
Apache 2.0
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Featured
AIDC Barcode Toolkit
Barcode and AIDC building blocks for Claude Code.
Open-source toolkit that packages real-world AIDC workflows so Claude