A production retrieval layer combining agentic chunking, hybrid vector and graph search, reranking, and automated RAGAS evaluation.
LangChain LangGraph RAGAS Langfuse Azure AI Search Vector Databases Graph Databases Python
Projects_
ls ~/projects/
A protocol standardizing AI–tool interactions for scalable, secure contextual data access across 15+ products at Carl Zeiss AG.
Python Azure Entra ID Azure API Design
Enterprise ETL pipeline powering master data consistency across 7 business units and 15 countries at Carl Zeiss AG.
Databricks dbt Unity Catalog Python CI/CD
A multimodal deep learning system for deepfake video detection combining teeth detection and lip–audio synchronization.
Python TensorFlow Keras Computer Vision
An unsupervised VoxelMorph-based deep model for 3D liver MRI image registration, trained without ground-truth alignments.
Python PyTorch VoxelMorph Medical Imaging
A conditional StyleGAN model generating synthetic fingerprints across varied surface backgrounds.
Python StyleGAN PyTorch Generative Models