work
Each one a star; together, a map of what I do.
A production retrieval-augmented generation framework over the SAP Help Portal and enterprise case management, with a prompt framework powering case summarization, root-cause analysis, outbreak detection, and component prediction.
A scalable human-in-the-loop feedback system for SAP's ISM RAG and search pipelines, with binary, categorical, and fine-grained signals aligned with how Perplexity, GPT, and Bing collect feedback.
Master's thesis at DFKI: an end-to-end system that translates text into expressive 3D sign-language motion (body, hands, and face) using VQ-VAE motion encoding and a GPT-based transformer.
Solution architect for a Fraunhofer IESE capstone with John Deere: parsing soil-lab reports and correlating them with vehicle sensor data to calibrate and validate 'smart sensors in the field'.
Key-information extraction from multilingual investigative documents (names, organisations, addresses, dates, and amounts), benchmarking NER approaches and fine-tuning BERT and spaCy.
An Android app for on-device object detection in agriculture using a Single Shot Detector, with a TensorFlow model deployed on AWS as an API and a multi-label, multi-class classifier.
A virtual interview platform that conducts the interview with the candidate, with fraud detection from eye-movement tracking and NLP-based semantic analysis and summarization.
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