Experience

Zefram

• Finland
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Engineer

  • Jan 2021 - Present



Fujitsu

• IT Services and IT Consulting
• 700 & Above Employee

• Data Scientist

  • Jan 2019 - Jan 2021

  Development of Artificial Intelligence solutions for a variety of clients in Finland and Estonia. Projects ranged from initial ideation workshops with clients, to the development of Proof of Concepts, until the deployment of scalable AI solutions into production. For example: • Bringing together state-of-the-art Speech recognition and Natural Language Processing technologies to build a Conversational AI platform for Finnish and English phone calls • Performing a data analysis on a healthcare district's database to predict young adults' social exclusion from structured and text data • Leveraging Computer Vision algorithms to analyse the traffic within a city during a major event Show less



OWT - Open Web Technology

• Switzerland
• IT Services and IT Consulting
• 1 - 100 Employee

• Digital Strategy Consultant

  • Jan 2018 - Dec 2018

  Consultant for Swiss telecom companies: • Business Analysis and Quality Assurance for web application development projects • Project management following Agile methodologies Consultant for Swiss telecom companies: • Business Analysis and Quality Assurance for web application development projects • Project management following Agile methodologies



EyeEm

• Germany
• Photography
• 1 - 100 Employee

• Computer Vision Internship

  • Sep 2016 - Dec 2016

  Technology at the service of a photography community and marketplace. • Training Convolutional Neural Networks estimating the quality of photographs, learning from a database of millions of images • Training Deep Learning models finding the best photographs related to a specific theme Technology at the service of a photography community and marketplace. • Training Convolutional Neural Networks estimating the quality of photographs, learning from a database of millions of images • Training Deep Learning models finding the best photographs related to a specific theme



National Institute of Informatics [Japan] 国立情報学研究所

• Japan
• Research Services
• 1 - 100 Employee

• Master Thesis Project

  • Feb 2016 - Aug 2016

  How to make drones aware of what is beneath them? Master Thesis title: Deep Learning model for scene segmentation of images captured by drones • Research on the state-of-the-art Convolutional Neural Networks (CNN) • Developed a semantic segmentation model that is faster, more accurate and easier to train • Creation of our own drone aerial view dataset • Successfully trained our Deep Learning model working on our new dataset (see demo) How to make drones aware of what is beneath them? Master Thesis title: Deep Learning model for scene segmentation of images captured by drones • Research on the state-of-the-art Convolutional Neural Networks (CNN) • Developed a semantic segmentation model that is faster, more accurate and easier to train • Creation of our own drone aerial view dataset • Successfully trained our Deep Learning model working on our new dataset (see demo)



Advanced Digital Sciences Center (ADSC)

• Singapore
• Research Services
• 1 - 100 Employee

• Summer Internship

  • Jul 2015 - Sep 2015

  Image processing applied on radar images • Forecasting the evolution of rain cells above Singapore • Applied Matlab algorithms to track rain cells on radar images (clustering, optical flow, neural networks) • Improved the accuracy of rain prediction Image processing applied on radar images • Forecasting the evolution of rain cells above Singapore • Applied Matlab algorithms to track rain cells on radar images (clustering, optical flow, neural networks) • Improved the accuracy of rain prediction