Mohammad Ahmadian
AI / Machine Learning Engineer
Designing production-oriented AI systems across predictive maintenance, document intelligence, forecasting, analytics, and computer vision — with evaluation, APIs, and honest limitations.
Turkey (GMT+3)
Flagship projects
One website. Interactive demos included on each project page.
Production ML Platform for Predictive Maintenance
End-to-end failure-risk scoring: leakage-safe features, chronological evaluation, LightGBM vs baseline, FastAPI serving.
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Enterprise Document Intelligence Platform
IDP with ingest, retrieval, RAG citations, field extraction, evaluation harness, and FastAPI delivery.
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Enterprise Business Analytics & Forecasting Platform
Chronological KPI forecasting with baselines vs LightGBM, MAPE/RMSE reporting, and FastAPI decision support.
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AI SQL Copilot
Schema-aware NL→SQL with validation, explanation, and safe SELECT-only execution — not a chatbot wrapper.
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Computer Vision Inspection Platform
Multi-task industrial inspection: classification, segmentation, segment-then-box detection, Grad-CAM, FastAPI.
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