Projects
Products built for real-world complexity.
Each case shows how I bridge product strategy, technical leadership, and execution across spatial systems, operations, and customer-facing platforms.
200+ daily active users
Enterprise supplier compliance & deforestation monitoring
Led product and technical delivery for a confidential geospatial compliance platform used by global supply-chain teams — 24M+ hectares monitored, 200+ daily active users, and materially faster reporting operations.
DAU
200+
Reporting cycle
~60% faster
Cloud cost
~20% lower
Monitored scope
24M+ ha
Outcomes
Established one trusted operating system for compliance: 200+ daily actives, faster reporting cycles, and lower cloud spend through architecture hardening.
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58,000+ neighborhoods · sub‑second ranking
Neighborhood intelligence & preference‑driven home search
Owned product strategy and engineering for a PropTech platform ranking 58,000+ neighborhoods against user priorities in sub-second time, combining market data with location intelligence.
Launch window
1,000+ users
Index size
58,000+
Sales records
900,000+
Search latency
<1s
Outcomes
Drove early traction, strong activation, and reliable performance with sub-second ranking, high uptime, and a monetization model teams could operate confidently.
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10,000+ users · 100+ exports/day
National geospatial data marketplace & self‑serve exports
Led a country-scale geospatial marketplace where planners and operators could discover, price, and export standardized data through one map-first workflow.
Registered users
10,000+
Daily exports
100+
Prep time
~70% faster
Repeat usage
90%+
Outcomes
Built a durable AOI-to-delivery product flow with high repeat usage, secure transactions, and automated exports that reduced operational friction for data teams.
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~90% smaller models · ~3.5× faster inference
Edge environmental & fire intelligence — ML optimization and Earth‑observation validation
Partnered with a deep-tech team to optimize an edge AI environmental intelligence stack, combining model compression, sensor stabilization, and satellite validation for field-ready reliability.
Model compression
~90%
Inference speedup
~3.5×
Quantization
INT8 / INT4
EO products
VIIRS + GOES‑16
Outcomes
Delivered major model efficiency gains and more stable field behavior, with a defensible multi-source validation workflow for safety- and climate-critical operations.
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