Selected work
Avaloq GenAI Corporate Actions for Banking Operations
Professional · NEC Laboratories Europe · Award-winning
Agentic AI decoding SWIFT messages from custodians and populating Avaloq’s corporate actions platform. Avaloq reported 98% accuracy and up to 40% time savings in preparing multilingual notifications.
AI4MedCode: AI-Supported ICD Coding for German Hospitals
Professional · QUIBIQ GmbH
A usable NLP solution supporting ICD coding and billing in German hospitals, carried out with the University of Stuttgart and Klinikum Stuttgart: German biomedical NER, synthetic clinical text, and Wikidata-based entity linking.
More projects
Recommender System for a German Healthcare Provider
Professional · QUIBIQ GmbH
A graph neural network recommender suggesting GOP service codes based on patient ICD diagnosis codes, with patient clustering and interpretable results.
Smart RFQ for a Global Engineering Services Company
Professional · QUIBIQ GmbH
An RFQ automation system with SharePoint document ingestion, PDF/Word parsing, TF-IDF matching, and indexed embedding similarity, deployed on Azure Functions.
Master’s Thesis: PubMed MeSH Annotation with Graph Neural Networks
Academic · University of Stuttgart & QUIBIQ GmbH
Master’s thesis on GNN link prediction for assigning MeSH headings to PubMed abstracts, with error analysis of model performance.
Kalaam Scribe
Personal
On-device dictation in Kotlin and Jetpack Compose. 99 languages via Whisper, plus Roman-Urdu and Urdu-script models. Audio never leaves the phone.
Side projects & experiments
- Keras Implementation of Image Captioning Model — Image captioning with InceptionV3 features and an LSTM decoder, implemented in Keras. (Personal)
- Detecting Potential Misinformation Spreaders during Disaster — Finding accounts that spread misinformation while a disaster is still unfolding. (Hackathon)