Production systems we've built — RAG pipelines, autonomous agents, ML models, and intelligent automation deployed at real scale.
Multi-source RAG system indexing SOPs, emails, contracts, and wikis. Answers queries in under 2s with source citations and access-level controls.
Autonomous agent reads QC SOPs, instructs operators step-by-step, logs results, detects deviations, and escalates anomalies in real time.
OCR + LayoutLM pipeline extracting and validating line items, vendor data, and totals from messy PDF invoices with 99.2% accuracy.
Domain-fine-tuned LLM with tool use for querying tickets, orders, and knowledge bases. Handles 80% of tier-1 queries without human escalation.
Ensemble ML model combining XGBoost, Prophet, and a lightweight LSTM for multi-SKU demand forecasting across 40+ store locations.
Agentic system that reads contracts, identifies risk clauses, compares against playbooks, and generates structured review reports for lawyers.
HIPAA-compliant NLP pipeline extracting diagnoses, medications, and lab values from unstructured clinical notes into structured EHR schemas.
Graph ML + gradient boosting ensemble for transaction fraud detection, processing 50,000 transactions/minute with sub-50ms latency on AWS.
Adaptive AI tutor that tracks learner gaps, retrieves relevant curriculum, generates custom explanations, and simulates exams dynamically.
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