AI Research Engineer | MLOps

• Feb 2022 - Present

Machine Learning Engineer

• Dec 2019 - Feb 2022

▪ Worked on the design and development of a resilient and scalable system for video data anonymization based on state-of-the-art artificial intelligence. ▪ Orchestrated the design and implementation of an MLOps system to automate data acquisition, model training, model deployment, and scalability, as well as improve system performance and experimentation rate. ▪ Optimized deep learning-based computer vision systems for commercial applications: defining metrics, datasets, benchmarks, and training models using modern DL frameworks. ▪ Implemented cloud infrastructure solutions for compute-intensive workloads on the Microsoft platform. Built CI/CD Pipelines for containerized cloud ML applications. ▪ Coordinated technical projects from the beginning of conception through implementation and ensured handover to operations during the testing phase. ▪ Worked across teams to improve problem visibility and provide tangible solutions to problems. Show less

Computer Vision Engineer

• Dec 2018 - Nov 2019

▪ Contributed to the development of large-scale computer vision projects, from the level of researching a prototype to the level of production. ▪ Developed standard and novel approaches to typical vision problems such as object detection and tracking, semantic segmentation, human pose estimation, and action classification. ▪ Designed, trained and tested machine learning and deep learning models using standard libraries. ▪ Implemented state-of-the-art deep learning and computer vision papers grounded in the current research literature. Show less

Graduate Research Assistant

• Jan 2017 - Dec 2018

▪ Researched and developed Computer vision, Image processing, and Deep Learning algorithms for image classification, object detection, and 3D scene reconstruction. ▪ Created the first computer vision course for the International Graduate Program in Mechatronics. ▪ Helped to build a simulation environment for training and benchmarking perception systems for autonomous vehicles. ▪ Authored, tested and documented computer vision repositories, designed to help students gain practical expertise with state-of-the-art image processing and computer vision techniques. Show less

Application Engineer

• May 2013 - Aug 2015

▪ Coordinated industrial engineering projects from planning to implementation and operation. ▪ Performed calculations and application analysis to provide highly efficient steam, hot water, and power generation solutions. ▪ Conducted customer visits to provide equipment evaluation, installation, and troubleshooting. ▪ Collaborated closely with others in the organization to include engineering, operations, parts, and sales to develop customer-focused solutions. ▪ Coordinated industrial engineering projects from planning to implementation and operation. ▪ Performed calculations and application analysis to provide highly efficient steam, hot water, and power generation solutions. ▪ Conducted customer visits to provide equipment evaluation, installation, and troubleshooting. ▪ Collaborated closely with others in the organization to include engineering, operations, parts, and sales to develop customer-focused solutions.