curriculum vitae
Education
- Ph.D in Machine Learning, Tampere University, June 2022
- M.Sc.in Information Technology, Tampere University of Technology, June 2018
- Major in Machine Learning
- Minor in Signal Processing
- Degree with Distinction
- Awarded with graduation scholarship
- B.E. in Information Technology, Centria University of Applied Sciences, 2015
- Major in Information Technology
- Minor in Media and Communication
- Awarded with graduation scholarship
Work experiences
- AI Scientist 10.2021 – present
- SILO AI, Finland
- Scoping, implementing and delivering production-grade solutions for clients in various industries
- Advancing R&D projects in Machine Learning and related fields to build trustworthy highly innovative solutions and products
- Doctoral Researcher 08.2018 – 09.2021
- Tampere University, Machine Learning Group
- Duties included: research work on light-weight object detection system for low-resource embedded devices
- Experimenting efficient object annotation methods for object detection
- Data collection and annotation
- Teaching Assistant
- Courses: SGN-41007 Pattern Recognition and Machine learning 2018, Computer Vision 2020, Advanced Signal Processing Laboratory (2018, 2019)
- Tampere University, Hervanta Campus
- Duties: Supervising course exercise sessions, assisting course participants in solving exercises, grading exams and assignments
- Research Assistant 10.2017 – 07.2018
- Tampere University of Technology, Machine Learning Group
- Duties included: Image annotation, experimenting automatic human detection in the mining environment
- Completed master thesis titled “Camera-based Object Detection for Indoor Scenes”
Skills
- Machine Learning
- Deep learning, Computer Vision
- Object Detection, Instance Segmentation
- Image Classification, Efficent Image Annotation
- Programming
- Python, Matlab, R, C++
- SQL, Web Development
- Software and Libraries
- TensorFlow, Keras, OpenCV, PyTorch
- Numpy, Panda, Sklearn, Matpoltlib
- Cloud technologies
Service and Leadership
- TATTE board member, 2021
- Tenant committee board member at TOAS student housing, 2019 - 2021
Volunteering
- Worked as international student Tutor at Tampere University (2019 - 2020)
- Worked as a student tutor for two academic years (2017 – 2019) at Tampere University of Technology, Finland
- Worked as a student tutor for an academic year (2013 – 2014) at Centria University of Applied Sciences, Finland
Publications
