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1. invoice-booking-agent invoice-booking-agent Public

   Portfolio project: LLM-driven agent that books supplier invoices into SAP. Deterministic Coordinator with tool-calling, DDD with four bounded contexts, Constraint Hierarchy for LLM safety, pure-Pyt…

   Python

2. customer-support-ai-ddd-refactor customer-support-ai-ddd-refactor Public

   RAG-based customer support pipeline refactored from flat-file structure to Domain-Driven Design incl. bounded contexts, Protocol-based DI, and full test suite.

   Python

3. retail-demand-forecasting retail-demand-forecasting Public

   Retail demand forecasting benchmark comparing foundation models (Chronos-small, Chronos-2) against engineered LightGBM on large-scale retail sales data. Evaluates accuracy, covariate integration, f…

   Jupyter Notebook

4. AI_Project_Template_V3 AI_Project_Template_V3 Public

   Minimal production-oriented AI/ML service template with modular FastAPI architecture, strict protocol-based design, typed LLM and embedding clients, optional RAG support, and enterprise-grade testi…

   Python

5. car_damage_detection_API car_damage_detection_API Public

   An ML API that validates car damage photos for insurance claims, including quality checks, ONNX inference, DynamoDB persistence, deployed on AWS Lambda via Terraform. Built as a portfolio project, …

   HTML

6. citizen-objections-RAG citizen-objections-RAG Public

   Production-grade RAG system for processing mass citizen objections in German public participation procedures. Features deterministic exact-match resolution of official law texts, hallucination veri…

   Python