Avaloq GenAI Corporate Actions for Banking Operations
Agentic AI developed at NEC for Avaloq, decoding SWIFT messages from custodians and populating their corporate actions platform. Avaloq reported 98% accuracy and up to 40% time savings in preparing multilingual notifications. Won the 2025 Datos Impact Award.
AI4MedCode: AI-Supported ICD Coding for German Hospitals
Developed at QUIBIQ GmbH, this usable NLP solution supports ICD coding and billing in German hospitals. The project was carried out with the University of Stuttgart and Klinikum Stuttgart; my work included German biomedical NER, synthetic clinical text, and Wikidata-based entity linking.
Kalaam Scribe
On-device Android dictation in Kotlin and Jetpack Compose. 99 languages via Whisper, plus Roman-Urdu and Urdu-script models. Audio never leaves the phone.
Earlier work
Recommender System for a German Healthcare Provider
At QUIBIQ GmbH, developed a graph neural network recommender to suggest GOP service codes based on patient ICD diagnosis codes, with patient clustering and interpretable results.
Smart RFQ for a Global Engineering Services Company
At QUIBIQ GmbH, built 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
Master’s thesis at the University of Stuttgart, carried out at QUIBIQ GmbH. Explored GNN link prediction for assigning MeSH headings to PubMed abstracts, with error analysis of the model’s performance.
Keras Implementation of Image Captioning Model
Image captioning with InceptionV3 for features and an LSTM for generation, implemented in Keras on a TensorFlow backend.
Detecting Potential Misinformation Spreaders during Disaster
Finding accounts that spread misinformation during a disaster, so the signal can be separated from the noise while the event is still unfolding.