Data Science Team Lead

• Nov 2021 - Present

- Translated the company’s business strategic goals into actionable long-term work plans that successfully accomplished goals while creating assets that drove further innovation.- Hands-On experience with the development and implementation of novel Machine and Deep Learning models (Transformers, CNNs) using popular Python frameworks (PyTorch, Scikit-Learn, etc.)- Lead and mentor data scientists, helping them gain high execution capabilities, end-to-end ownership over their models, and focus on making an impact on the world.- Built a robust MLOps infrastructure to enhance data science workflows (datasets creation, labeling, data processing, training, deploying, and monitoring ML models in production), enabling our team to effectively and continuously improve our models.Some of the main achievements were (1) an automated continuous model training with little to no intervention and (2) infrastructure that enabled data scientists to independently deploy (Docker, Serverless) and monitor their models in the cloud (Google Cloud, AWS) without additional engineering teams' effort, which significantly reduced the time from research to production.- Conduct thorough literature reviews and stay up-to-date on the latest developments in the field.Designed and implemented proprietary pre-trained models for time-series data using SOTA Self-Supervised Learning methods to push forward the performance of models trained on very small datasets.- Worked closely with management, stakeholders, and business partners to understand their needs and translate them into practical, effective machine-learning solutions. Show less

Senior Data Scientist

• 2020 - Nov 2021

- Developed and implemented novel Machine and Deep Learning models that significantly improved the accuracy of the company's core Fall Detection model.- Collaborated with engineering teams to integrate machine learning models into production systems, ensuring reliable and efficient performance in real-world applications. Hands-on experience in writing production-grade code for serving ML models.- Designed and executed end-to-end development of new models - from product requirements, through data collection protocols, model development, and training, all the way to the successful deployment in a cloud environment. Show less

Data Science Consultant

• 2019 - 2020

Worked with startups, lead the research and development of data science projects - working on Computer Vision, sensors (time-series) and tabular data Worked with startups, lead the research and development of data science projects - working on Computer Vision, sensors (time-series) and tabular data

Computer Vision & Deep Learning Engineer

• 2019 - 2019

Co-Founder

• 2016 - 2019

A P2P car-sharing marketplace, where I lead product, data science, analytics, and finance. Hands-on in development, working mainly on server-side models, applications, and automation (Python, JavaScript and PHP). A P2P car-sharing marketplace, where I lead product, data science, analytics, and finance. Hands-on in development, working mainly on server-side models, applications, and automation (Python, JavaScript and PHP).

Neuroscience Research Assistant

• Oct 2015 - Mar 2018

Applying advanced Deep Learning methods (mainly from Computer Vision) to analyze eye-tracking data, MRI and EEG brain scans Applying advanced Deep Learning methods (mainly from Computer Vision) to analyze eye-tracking data, MRI and EEG brain scans

UAV IP and flight instructor

• Sep 2012 - Jul 2017

UAV flight course management and instruction on UAV systems in different countries and languages

Project Manager

• 2012 - 2014

Project Management of technological projects through all development stages: from initial design to end-user implementation