At AilyLabs, I scaled 500+ production forecasting models for a pharma client in under two weeks while maintaining >93% accuracy. I also engineered the semantic layer of the Manufacturing & Supply module for the SuperAgent product, raising domain AgenticIQ from 66 to 95.
At AilyLabs, I synchronized global health scoring with executive review cadences across manufacturing sites. I also led and mentored a team of four data scientists, guiding technical roadmaps, execution, code reviews, and enterprise client communications.
At CHECK24 GmbH, I built the ML engine for loan acceptance and pricing, reaching 95%+ precision while cutting latency from 12 seconds to 12 milliseconds. I productionized hotel recommenders using PySpark ETL on AWS Glue and NVIDIA Merlin DLRM, driving a 30% uplift in personalization KPIs.
At CHECK24 GmbH, I improved call center reach rates and model performance through feature engineering and AWS Copilot CI/CD and MLOps pipelines. I also prototyped a real-time voice concierge and architected a distributed speech anomaly pipeline for quality auditing across AI-generated audio assets.
