Role Overview:

• Explored prompt strategies, fine-tuning, and architecture adaptation for clinical note generation.
• Built agentic workflows integrating SFT and instruction-tuned models for steerable outputs in medical contexts.
• Fine-tuned and evaluated LLMs (Phi-3-Vision, GPT-4, Mistral, LLaMA) across enterprise and multimodal retrieval tasks.
• Collaborated on experimental pipelines for multimodal models (Phi-3-Vision, GPT-4o) in Healthcare and Autonomous Driving.
• Developed scalable benchmarking setups for LLM search and retrieval performance.
• Ensured compliance with EU AI Act and MDR regulations to enable trustworthy AI adoption in healthcare.

Role Overview:

• Engineered features and evaluated ARIMA, Prophet, gradient boosting, and deep learning approaches.
• Built reliable retraining and monitoring workflows to sustain accuracy in production.
• Communicated results to stakeholders and managed platform user expectations.

Role Overview:
European Financial Authority — Data Intelligence Service Center (2017–2018)

• Developed models for credit risk forecasting.
• Designed anomaly detection approaches for large-scale regulatory datasets.
• Authored a user guide and educational material to scale adoption internally.

Major Automotive Client (2018)

• Built a domain-specific NLP search engine for document discovery and knowledge management.

Major German Retailer (2019)

• Designed daily demand forecasting models per store and product.
• Consolidated production forecasts for suppliers into unified planning workflows.

Deloitte Internal Initiatives (2017–2019)

• Fraud Analytics Platform for detecting anomalies in financial datasets.
• Travel recommender for employees.
• Store-level demand forecasting tool.
• Deloitte Data Science Platform for cross-use-case ML applications.

Role Overview:

• Focused on improving data quality and trust in large-scale panel research pipelines.
• Designed anomaly detection approaches and validated them against historical datasets.
• Partnered with internal analytics teams to roll out dashboards for quality tracking and reporting.

Role Overview:

• Developed automation strategies for parsing and validating electronic invoice formats (MRT, EDIFACT, XML).
• Enhanced stability of Basware’s financial transaction systems, including Virtual Printer and Transaction Server.
• Delivered client-focused solutions ensuring smooth integration and accurate data exchange.