cloudwright
AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports
AI Architecture and Engineering
I work on the layer between language models and production: retrieval, evaluation, cloud infrastructure described in natural language. Mostly Python and TypeScript, mostly things that have to actually ship.
AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports
Benchmark 9 retrieval architectures (vector, contextual, QnA, knowledge graph, hybrid, RAPTOR, PageIndex, BM25, rerank) on your own docs. Automated hyperparameter search with bootstrap CIs and significance tests.
Benchmark harness measuring AI coding tool+workflow performance, not just model capability. 100 tasks, sigmoid scoring, 12 capability dimensions, gap analysis.
The first multi-source MCP server for Philippine civic data: earthquakes, weather, typhoons, procurement, population, poverty
Open-source rooftop solar detection from public satellite imagery. CLIP-ViT-L + logistic regression, Platt-calibrated, deterministic Docker build. Coverage: Greater Metro Manila. Free homeowner roof-lookup tool, CC-BY-4.0 data, MIT code.
Satellite verification of government infrastructure , see it from space
Twenty memory strategies through one lifecycle, one judge, one model. A 30-line vector store outranks every funded vendor SDK.
A human-calibrated Sentinel-2 canopy model for 17 NCR LGUs, 2019 to 2026, scored F1 0.78 against hand-labeled pixels.
Land subsidence for seven cities from Sentinel-1 InSAR, 2016 to 2025, mapped next to where the floods actually hit.