Croatia
MLOps Engineer with experience in Team Leading, Solution Architecture and Cloud Engineering. Accelerating and standardizing workflows from ML model development all the way to model deployment and monitoring. My biggest satisfactions are bringing ideas into reality and creating business value through my work.
Created a highly skilled and growing team of MLOps Engineers that deliver high quality solutions, with leadership based on trust, accountability, transparency and freedom to try and fail. - Team leadership of MLOps Engineers - Management, scoping and road-mapping of projects - Mentoring and team career development - Organizing cross-team collaboration - Defining long-term team strategy and responsibilities - Hiring and team expansion
- Collaboration with Data Science team - Design, architecture and implementation of solutions on AWS - Project scoping and grooming - Delivery of complex ML systems to production - Mentoring other team members
- Taking ownership and stabilizing legacy ML services - Design, architecture and implementation of solutions on AWS
- MLOps, Data Engineering - Client Engagements - Project Delivery, AWS cloud Solutions Architecture - Strategy, Whiteboarding and Roadmapping - Team & Tech Leadership
Enabling and providing: - ML models training and deployment on scale - CI/CD, Orchestration of training pipelines and Experiments Tracking - Functional and Non-Functional Monitoring of training and model serving - Exposing MLOps platform to Data Scientists via REST APIs and custom Python packages
Worked on faculty integrated IoT Projects: Smart Parking Sensors and Smart Irrigation Systems. My working tasks: - Data gathering and cleaning - Data visualization and analysis - Model building and training - Model evaluation - Model deployment