Designed and deployed end-to-end computer vision systems for food production lines.
- Scoped customer problems, defined requirements, success metrics, and data collection pipelines from live production environments
- Designed and implemented computer vision algorithms using classical techniques (OpenCV, color filters) or ML-based models. Handled training, evaluation, optimization, and deployment on edge devices (e.g. NVIDIA Jetson)
- Full hardware setup in factory environments: camera and lighting installation, IT/OT integration with existing customer infrastructure, and ongoing system monitoring and maintenance
Worked as an engineer at an AI consultancy.
- Developed a retrieval system for a mosaic manufacturer to catalog and search unstructured product data and images without reliable metadata, using CLIP-based embeddings for multimodal search
Worked as part of the marketing and growth team.
- Developed synthetic control methods for estimating causal effects on time series
- ROI analysis of marketing campaigns and A/B testing with a focus on pricing
- Built Looker dashboards and tracked KPIs; delivered data-driven reports to senior management
Part-time student job.
- Data integration between different platforms mainly using SQL
- ETL of exchange students and grants data from internal database to European platform
- Provided dedicated support to incoming and prospective exchange students
Part-time student job.
- Delivered thousands of orders by bike