Institute for Quantum Transformation

Managing IT infrastructure
Information Security
Wordpress design, development and maintenance

IT Manager

Everseen

- Leading a team of machine learning engineers and data engineers
- Working on a project composed of multiple machine learning pipelines (various computer vision tasks: image retrieval, object detection, semantic segmentation, keypoint detection, depth estimation, multi-object tracking)
- Handling the entire ML pipeline (dataset annotation, model training and evaluation, inference optimization, deployment)
- Using MLOps to make our lives easier (dataset versioning, experiment tracking, model management, compute orchestration)
- Making the jump from POC to production

Machine Learning Lead

- Pushing forward Deep learning for Computer Vision
- Part of a team that builds its own high-level framework with Pytorch and Python
- Part of several projects that use multiple CV tasks: classification, object detection, pose estimation

Machine Learning Researcher

- Managed data flow between servers
- Wrote automation scripts that mitigated tedious tasks
- Developed a troubleshooting tool
- Collaborated with colleagues to identify advanced platform issues and to find solutions

SysOps Engineer

Instapage

- Analysed ticket complains and spotted common trends and underlying problems
- Tested and fixed faulty code added by clients
- Created custom styles and layouts for our clients' landing pages
- Was part of a team that developed a browser extension

Technical Support Specialist

I'm a person with a diverse background in IT: customer support, system operations and machine learning. I'm most passionate about machine learning, especially deep learning for computer vision and have been a lover of mathematics (geometry, algebra and mathematical analysis) since high school. I have been part of several projects, requiring different computer vision tasks such as classification, pose estimation and object detection, where I combine the latest deep learning knowledge with idiosyncratic heuristics in order to get the job done.
Skills: Python, Pytorch, Linux, Math

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