Muhammad Ega · AI Product Manager
In AI, evals and cost
are the product.
Not the model.
Building codehere and ravenote; shipped and sunset beeready; relaunching nectic. Before that, Senior PM at Mekari, shipping AI compliance to 600+ enterprise customers. Claude Certified Architect (Anthropic). Now at Jaguar Land Rover, closing the systems-engineering gap between PM and shipped AI.
Shipped AI products
Four shipped products across four AI product archetypes. Early-stage and building in public: two live, one sunset, one relaunching.
codehere
AI dev tools / safetyOpen-source audit and cost layer for AI coding agents: what each agent did, and what it cost.
v1.0 on npm · 1,371 automated tests · pre-execution safety hook · 9 sign-ups and an inbound sandbox request
ravenote
Consumer AI / monetizationChrome extension that turns Udemy & YouTube lectures into AI study notes and quizzes.
Live on Chrome Web Store v1.0 · Stripe-backed Pro tier · first paying customer · OpenRouter fallback routing across 4 providers
beeready
Vertical voice AIAI voice interview coach scoring candidates against official LPDP / IELTS / TOEFL rubrics.
3-tier pricing (Rp 10K to 150K) · 4 evaluator personas · instant scoring across Communication / Problem-solving / Leadership dimensions
nectic
AI for emerging-market GTMReads WhatsApp sales conversations and delivers weekly product intelligence to PM teams.
Addresses a SE-Asia-specific gap: sales runs on WhatsApp, PM teams fly blind. Landing live, early-stage.
Corporate PM track record
Business outcomes from six years in product and engineering across enterprise SaaS, marketplaces, automotive, and enterprise IT.
PM-track engineering on connected-vehicle services. Contributed to the enterprise evaluation of an AI coding tool for a 1,000+ engineer organisation.
AI compliance automation for 600+ enterprise customers. Onboarding 45 days to 14. 78% adoption of the developer integration suite.
Seller onboarding adopted by 2.8M+ sellers. Churn down 18%. CSAT 3.2 to 4.0.
Led a 4-person AI team. COVID exposure-tracing chatbot, 5,000+ daily conversations, 2,000+ employees.
Let's talk.
Currently taking conversations about senior AI PM and founding PM roles in the UK, EU, the Gulf, and Southeast Asia. Remote also works. Fastest reply is email.