Description

I help energy and industrial companies ship ML and AI systems that actually run in production — from forecasting and fault detection to LLM-powered decision support and regulatory reporting automation.

What I bring:

7+ years building end-to-end ML pipelines on AWS and Azure (SageMaker, Bedrock, Lambda), with ClickHouse/Postgres, FastAPI, and LightGBM/CatBoost in production

Recent work:

German solar IPP (ENERPARC AG): digital-twin platform, nowcasting pipeline, fault classification for a multi-GW portfolio

Founder of NuraVolt: AI monitoring platform for solar/BESS assets — built the full stack from ingestion through LLM-powered Active Advisory

Typical engagements:

ML architecture and review (2–4 weeks)

Production RAG/agent builds (6–12 weeks)

Comfortable owning the full stack — infra, data, models, APIs, ops.

Industry field of expertise

Languages

Spanish
Conversational
English
Fluent
Dutch
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

NuraVolt
Co-Founder
June 2025 - Today (1 year)
Dubai - United Arab Emirates
Consultancy running data analysis for renewable energy systems. Deploying cloud hosted Ai solutions.
Mokum Tech Ventures
Contractor
February 2022 - Today (4 years and 4 months)
Contractor in roles related to data science and engineering. Did several small jobs as well as long term contracting.
Microsoft Azure Amazon Web Services Databricks
ENERPARC AG
Machine Learning Engineer
February 2022 - January 2026 (3 years and 11 months)
Freelance ML engineer building a end-to-end system for machine learning related to fault detection of solar power plants. Tasks were related to full cloud infrastructure and monitoring of ML models and data engineering pipelines.
Amazon Web Services MLOps Database administration artificial intelligence