Noe Software Solutions
AI/ML engineering and consulting for production systems
Services
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Model Development
Custom ML models from prototype to production — transformer-based NLP, classification, and multi-label systems built for your domain.
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Strategy Consulting
Technical assessment of AI/ML opportunities. Identify where machine learning adds real value and build a roadmap to get there.
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Fine-Tuning & Optimization
Take pre-trained models and adapt them to your specific data. Reduce latency, improve accuracy, and optimize for production constraints.
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Data Pipelines
End-to-end data infrastructure — collection, labeling, validation, and training pipelines that scale with your needs.
Latest Case Study
iab_forge: Multi-Label Content Categorization at Scale
Building an autonomous data pipeline and DeBERTa classifier covering all 698 IAB 2.2 taxonomy categories
About
30+ years of engineering experience spanning C++ trading systems, real-time bidding platforms, and modern ML/NLP pipelines. Specializing in transformer-based classification, LLM integration, and high-performance data systems.
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