Work
Two tracks. On the left, AI products I'm shipping independently right now. On the right, five years of corporate PM outcomes across fintech, marketplaces, and enterprise SaaS.
Shipped AI products
building in publiccodehere
AI dev tools / safetyEnterprise-safe AI coding agent with pre-execution audit layer.
- 91-page PRD + 20-scenario competitive analysis (World A–D futures model)
- Pre-execution security gate: 60+ vulnerability patterns audited before every AI write
- Multi-provider LLM orchestration via OpenRouter (Claude, OpenAI, Cohere, local Ollama)
- Shipped v0.3 CLI to npm; 20+ test suites covering security, context-depth, and git workflows
ravenote
Consumer AI / monetizationTurns Udemy & YouTube lectures into AI study notes + quizzes. Chrome MV3 + Stripe Pro tier.
- Live on Chrome Web Store v1.0 with Stripe-backed Pro subscriptions
- OpenRouter fallback routing across 4 providers (Sonnet 4.6 default, Gemini / Qwen / OpenAI backup)
- Usage-based cost reconciliation: webhook ties OpenRouter generation costs to Stripe charges
- Free tier bring-your-own-key, Pro tier proxy. Clean separation of cost economics
beeready
Vertical voice AIAI voice interview coach scoring candidates against official LPDP / IELTS / TOEFL rubrics.
- GPT-4o + ElevenLabs real-time voice, 4 evaluator personas across interview phases
- Rubric-based evals: scoring against LPDP band descriptors, IELTS / TOEFL criteria
- Sub-60-second scoring across Communication, Problem-solving, Leadership dimensions
- 3-tier IDR pricing (Rp 10K single / Rp 28K pack / Rp 150K monthly) live
nectic
AI for emerging-market GTMReads WhatsApp sales conversations and delivers weekly product intelligence to PM teams. No filters, no drama.
- Tackles a SE-Asia-specific gap: sales happens on WhatsApp, PM teams fly blind
- LLM summarization over sales conversation logs into weekly product intelligence digest
- Landing live, positioning validated, early private-beta territory
Corporate PM track record
five years · four companiesProduct Engineer · Jaguar Land Rover
Manchester, UK
Sep 2024 to Present
Product-owning engineering role on connected-vehicle services at JLR's Manchester hub. Took the role on purpose to close the systems gap most AI PMs carry.
- Internal tooling moved SMS verification configuration from a manual workflow to under 60 seconds. Operational throughput up 15%.
- Authored 15+ technical user stories and acceptance criteria. Activation funnel conversion up 22% over the tracked quarter.
- Wrote customer-benefit cases and engineering trade-offs that fed prioritization reviews with the connected-services team.
Senior Product Manager · Mekari
Jakarta
Sep 2023 to Aug 2024
Owned the API-first roadmap for Mekari Sign across 600+ enterprise customers at Indonesia's largest B2B SaaS.
- Shipped the AI compliance track (eKYC, certificate issuance, batch signing). Median enterprise activation moved from 45 days to 14.
- Shipped the developer integration suite (eSignature, AutoSign, Document Status event streams). 78% adoption across enterprise customers. Contract value processed doubled over the year.
- Ran weekly regulatory triage with the eng lead on Sign and legal counsel. Every ask came out with a yes-or-no and a scoped PRD inside seven days, no under-review limbo.
- Extended the public API with modular hooks so partner integrations stopped requiring bespoke engineering per deal.
- The call I'd own: shipped eKYC against the older certificate spec rather than wait on the regulator's v2. Migration later was cheaper than missing the quarter.
Product Manager · Shopee
Jakarta
Feb 2022 to Jul 2022
Seller onboarding and growth programs across SEA's largest marketplace. Left to pursue MSc at University of Birmingham.
- Seller onboarding programs adopted by 2.8M+ sellers. Monthly signups up 20%.
- Worked with the data science team to operationalize churn prediction. Churn down 18%. Roughly $1.2M GMV retained.
- User research with 50+ high-value sellers in the top GMV quartile. Support tickets down 32%. CSAT from 3.2 to 4.0.
- Cohort-segmented the onboarding funnel to target the biggest drop-off step. It turned out to be a documentation-upload flow that legal had over-specified.
Software Specialist · IBM
Jakarta
May 2020 to Jan 2022
Led a 4-person team delivering AI and automation for enterprise clients. 10,000+ monthly transactions worth $2.5M processed.
- Designed and deployed an AI-powered COVID exposure-tracing chatbot. 5,000+ daily conversations across 2,000+ employees at an enterprise client during lockdown.
- Built and deployed 8 production RPA systems. 99.2% uptime. Under 0.5% error rate. 120+ workflows automated across finance and operations.
- Built the monitoring and alerting integration that cut mean incident-response time in half on the production estate.
- Standardized team coding and review practices. New-engineer onboarding roughly halved.