Muhammad Ega · AI Product Manager
In AI, evals and cost
are the product.
Not the model.
Four AI products live right now: codehere, ravenote, beeready, nectic. Before that, Senior PM at Mekari, shipping AI compliance to 600+ enterprise customers. Now at Jaguar Land Rover, closing the systems-engineering gap between PM and shipped AI.
Shipped AI products
Four live products across four AI product archetypes. Early-stage, building in public and validating PMF.
codehere
AI dev tools / safetyEnterprise-safe AI coding agent with a pre-execution audit layer.
91-page PRD · 20-scenario competitive analysis · shipped v0.3 CLI to npm · 60+ pattern security scan before every AI write
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 · OpenRouter fallback routing across 4 providers · usage-based cost reconciliation
beeready
Vertical voice AIAI voice interview coach scoring candidates against official LPDP / IELTS / TOEFL rubrics.
Live product · 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 five years in product across fintech, marketplaces, and enterprise SaaS.
PM-track engineering on connected-vehicle services. Systems depth on purpose.
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 AI PM and founding PM roles in the UK, Singapore, and Indonesia. Remote also works. Fastest reply is email.