C-level operator shipping governed enterprise AI · Green infrastructure · Nature-based carbon & climate finance · Singapore–Indonesia
I take enterprise AI from executive intent to governed systems that hold up in front of investors and regulators, and I run the businesses that need it: green infrastructure, energy transition and nature-based carbon across Singapore and Indonesia.
Three free entry points into 180Climate's origination pipeline. Forest owners, exporters and project developers get a fast, useful answer, and we start the conversation.
| Tool | What it does |
|---|---|
| Carbon Pre-Feasibility Screening | Turns a costly, weeks-long first-stage carbon study into a free screen that runs in minutes: an indicative credit range with an IPCC Tier label, a forest-loss map and an auto-routed methodology for Indonesian concession holders. |
| EUDR Plot Check | Screens export plots of palm oil, rubber, timber, cocoa and coffee against the EU's own JRC forest baseline plus global satellite loss and radar alerts, with findings in hectares and a geolocation pack for due-diligence statements. |
| Fieldwork Network | An invite-only network connecting project developers with qualified field practitioners across Indonesia, starting with a free trial. |
Source, architecture and decision records: 180climate-app
- One foundation, two products. Carbon screening and EUDR plot checks are the same geospatial question asked twice, so both run on one typed core and one satellite-data layer: two products for close to the cost of one.
- Every number traceable. Deterministic calculation engines, uncertainty carried as a range, and a calculation trace that shows every input and intermediate value.
- Guardrails in the build, not the brochure. The type system and CI block an unsupported claim before it can ship.
- I direct the agents and own the calls. I designed and run a role-separated agent harness (writer, reviewer, verifier, test-writer) that builds against my specifications. I set the architecture, the acceptance criteria and every release gate. Concept to launch in weeks.
- Governance by design. Designed in line with the IMDA Model AI Governance Framework (including its agentic-AI guidance), MAS FEAT where financial decisions are touched, and PDPA.
Under the hood: architecture · 18 decision records · 460+ automated tests · agent roles · tagged releases
- LLM Decision Lab: puts four models' answers to one question under a single rubric, with two-pass judging, adversarial review and human escalation for close calls.
- Governed Audio Learning Pipeline: turns spoken material into governed knowledge (transcripts, quality-scored summaries and a growing concept map), with a publish gate between private raw material and public output.
- AI Vendor Monitor: tracks official AI-vendor sources and distils them into a curated digest.
- Co-Founder & COO, 180Climate (2023–): nature-based carbon origination and structuring, with a four-site REDD+ and IFM portfolio across Riau and Kalimantan.
- VP Business Development, Aserra Partners (2022–): waste-to-energy consortium facilitation and electric heavy-haulage in Indonesia.
- Chief Operating & Commercial Officer, PT Ocean Metal Indo (2011–2023): took a regulated 11,260-hectare industrial asset from greenfield through production, including a managed divestiture process.
- President Director & Country Manager, Gemalto Indonesia (now Thales): government-tender consortia for national eID and ePassport programmes; earlier, Oracle E-Business Suite solutioning and solution architecture for Fortune-500 clients.
- NTU FlexiMasters in Business AI and Technology: CGPA 4.80/5.00 (A+, A+, A, A−, A−).
Always happy to compare notes.