Case studies

AI/MLproductionFeatured

CASE

Domain-agnostic AI decision orchestration platform with human oversight, reliability pipeline, and multi-provider support.

PythonPydantic v2FastAPIStreamlitSQLite
692tests passed (local run)
15frozen architectural invariants
AI/MLproductionFeatured

RASPAL Scraper

Web scraping with local AI extraction. URL in, structured JSON out. No API keys. No data leaving your machine.

PythonPlaywrightScraplingOllamaDocker
82unit tests defined
PyPIpackage published (0.6.1)
ClimateproductionFeatured

SkyCast

Climate intelligence platform integrating AEMET OpenData and auxiliary sources with scheduled ingestion, FastAPI, and Streamlit monitoring.

FastAPIPostgreSQLStreamlitDockerPython
180automated tests in CI
Circuit breakerpattern on external APIs
LogisticsproductionFeatured

DashLogistics

Multi-market logistics intelligence with multi-source ETL, operational KPIs, and cost-per-mile modeling on held-out data.

PythonPandasStreamlitPlotlyPostgreSQL
15+operational KPIs
5data sources integrated
AI/MLdevelopment

Anexo Risk

Refined FastAPI risk-analysis backend with JWT authentication, role-based access, and a clean, tested codebase.

PythonFastAPIJWTSQLiteDocker
50+unit tests
JWTauthentication
Analyticsdevelopment

NetTension

EU telecom network stress analysis testing pre-registered hypotheses on traffic growth vs. revenue decline using CNMC and Eurostat data.

PythonPandasDuckDBPower BIDocker
5/6hypotheses confirmed
41,937CNMC data points
Climatedevelopment

GeoRisk Finder

Geospatial intelligence platform for compound climate-risk assessment using H3 grids, multi-hazard data, and unsupervised clustering.

PythonScikit-LearnStreamlitUber H3
1.1M+historical events ingested
4macro risk profiles
AI/MLdevelopment

OptimusPrice

ML-driven hotel revenue management with interpretable pricing recommendations and automated retraining triggers.

Pythonscikit-learnOptunaStreamlitPandas
40+engineered demand features
Optunahyperparameter search

Also see experiments for exploratory work, building for in-progress products, and engineering notes for production patterns.