they-work
A pixel-art office for the AI coding agents running on your machine. A playful way to see who is working, what needs attention, and how tasks connect.
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From complex problems
to working systems.
Production AI, predictive models, and the data foundations underneath them. A closer look at my contribution, the engineering decisions, and the outcomes — alongside independent projects built out of curiosity.
Projects
System study
01Domain knowledge02Grounded retrieval03Useful answers
Energy RAG Copilot
Architected production RAG systems for enterprise chat applications, enabling natural language queries over complex energy datasets.
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01Asset telemetry02Predictive models03Operational insight
Renewable Asset Optimization
Led ML projects across BESS, Solar, Wind, and Oil & Gas, including predictive maintenance, degradation control, anomaly detection, and asset optimization.
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01Industrial sources02Reliable pipelines03Analytics-ready data
Energy Sensor Data Pipelines
Engineered scalable data pipelines integrating Snowflake, Pi Vision, and Canary APIs while handling millions of sensor readings daily.
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01Market data02Strategy research03Automated execution
Crypto Trading Bots
Built and deployed an automated cryptocurrency trading system using Binance API data, real-time processing, and ML-based strategies.
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