Work
Two tracks: AI products I'm shipping independently right now, and six years of corporate product outcomes across enterprise SaaS, marketplaces, automotive, and enterprise IT.
Shipped AI products
building in publiccodehere
AI dev tools / safetyOpen-source, local-first audit and cost layer for the AI coding agents a team already uses.
- One record across five agents (Claude Code, Codex, Aider, Gemini, OpenCode): per-agent cost, what each agent did, a daily report
- Pre-execution safety hook for Claude Code: blocks destructive, credential-leak and injection commands; append-only audit log
- v1.0 on npm with 1,371 automated tests; 9 sign-ups and an inbound sandbox request so far
- 91-page PRD + 20-scenario competitive analysis (World A–D futures model)
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 a Stripe-backed Pro tier; first paying customer on a lifetime plan
- 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)
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; relaunch in progress
Corporate PM track record
six 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.
- Contributed to the enterprise evaluation of an AI coding tool (Kiro) for a 1,000+ engineer organisation, covering adoption readiness, workflow integration and change management. AI tool use at JLR is tightly governed, so my hands-on agent work sits in codehere.
- 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. Zero rollback-level regressions across 12 months of API releases.
- 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 Sep 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.