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AI / ML Customised Solutions: Computer Vision, NLP and Forecasting
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AI / ML Customised Solutions: Computer Vision, NLP and Forecasting

Production-grade AI built for your data, your domain, your buyers

Manufacturing and life-sciences clients - references under NDA
MLOps

From Day One

EU AI Act

Aligned

On-prem

or Cloud

Explainable

Models

The Challenge

Enterprises are under board-level pressure to ship AI, but most pilots stall at PoC. Off-the-shelf models do not understand industry-specific defects, contracts or demand patterns. Generic vendors lack MLOps maturity, leaving models that drift silently within weeks. US and EU buyers additionally need explainability, audit trails and EU AI Act / NIST AI RMF alignment before AI can touch a regulated workflow.

Ajinkya's Smart Solution

End-to-end custom AI/ML delivery across three competency areas: computer vision (defect detection, OCR, gauge reading, PPE detection), NLP (contract intelligence, ticket classification, summarisation, multi-lingual support) and forecasting (demand, energy, yield, scrap). Every engagement ships with MLOps from day one - model registry, drift monitoring, audit trails - and is aligned to the EU AI Act risk tiering and NIST AI RMF for enterprise governance. On-prem, private cloud or hyperscaler - your choice.

Business Impact

Pilots move to production in 12-16 weeks instead of stalling. Defect-detection accuracy routinely exceeds 98% on customer-specific data, demand-forecast MAPE drops by 20-35%, and every model ships with an EU AI Act-ready model card.

Technology Stack

PyTorchTensorFlowHugging FaceOpenCVMLflowWeights & BiasesFastAPITriton Inference ServerNVIDIA GPUs
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