Machine Learning Systems

Orezi Labs

Production-grade machine learning pipelines, financial compliance automation, infrastructure optimization, and computer vision suites.

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Driving Perception Engine

ConvNeXt-B + Mask2Former panoptic segmentation optimized on Cityscapes. Breakthrough small-object recognition metrics achieved at zero extra runtime cost.

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Financial Compliance API

100% open-source pipeline transforming messy financial documents into structured, evaluation-backed risk compliance logs. Serverless streaming architecture.

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Energy Analytics Lake

Real-time Python ingestion platform streaming live NYISO, EIA, and NOAA market metrics directly into an online DuckDB framework with automated synthetic fallbacks.

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Plant Optimization Solver

Linear Programming matrix engine balancing cryogenic fractionation process variables and active commodity thresholds to maximize total production gas margins.

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