Michal Gorski 🚀 Email & Phone Number

Katowice, PL

Warszawa, Woj. Mazowieckie, Polska

Develop ML pipelines in the cloud (Azure)

Warszawa, Woj. Mazowieckie, Polska

• Fortune 500 company:
• Led the deployment of machine learning models to AWS, ensuring high availability and scalability
• Managed a complex array of experiments using MLFlow, optimizing model performance and reliability
• Played a key role in integrating MLOps capabilities into existing pipelines with Alibi Detect, enhancing pipeline efficiency
• Directed the construction of robust data pipelines, facilitating smoother model training processes
• Automated essential Data Science team workflows, significantly improving operational efficiency

Katowice Metropolitan Area

• Developed an innovative behavioral client profiling system in collaboration with external partners, which significantly improved customer segmentation
• Spearheaded the development of an operational credit risk classification model, enhancing the accuracy of risk assessments.
• Pioneered the CFO department's inaugural end-to-end Machine Learning product, substantially improving financial forecasting.
• Maintained and optimized a time-series forecasting and anomaly detection solution, contributing to more reliable financial data analysis
• Trained complex Machine Learning models in a distributed computing environment, efficiently handling large volumes of structured data.
• Translated intricate requirements from domain experts into executable code, effectively bridging the technical and business domains.

Katowice, Woj. Śląskie, Polska

• Used Python and SQL for timeseries analysis and forecasting
• Worked with massive data warehouse
• Colaborated with business units and finance experts

Katowice, woj. Śląskie, Polska

• Developed a user-verification solution based on real-time image data.
• Used transfer learning and fine-tuning for the age estimation model.
• Optimized CNN inference latency for IoT device.
• Improved model accuracy through external data sources.
• Developed time-series forecasting and anomaly detection solutions for electricity power consumption.