Astute Computer Vision Engineer with data-driven and technologyfocused
approach. Communicates clearly with stakeholders and
builds consensus around well-founded models. Talented in writing
applications and reformulating models.
Overview
5
5
years of professional experience
8
8
years of post-secondary education
3
3
Languages
Work History
Technical Lead
SAHLGRENSKA
8 2021 - 12.2023
Managed product releases from planning stages to deployment while minimizing risks associated with change management processes.
Developed Python and MATLAB-based software for 3D reconstruction of the Patella and motion tracking within MRI.
Enhanced software performance by identifying and addressing bottlenecks through profiling and benchmarking.
Created proofs of concept for innovative new solutions.
Implemented Machine Learning techniques, such as Artificial Neural Networks (ANN), and semi-supervised learning to establish an independent and comprehensive system with an efficacy of 85%
Designed, Engineered and implemented scalable applications for data extraction and analysis.
Developed reusable components for various projects, reducing development time and increasing efficiency across the team.
Led version control efforts for organization, employing public, and open source repositories.
Contributed ideas and suggestions in team meetings and delivered updates on deadlines, designs, and enhancements.
Established solid relationships with stakeholders by providing timely updates on project progress and addressing concerns proactively.
Documented software development methodologies in technical manuals to be used by IT personnel in future projects.
Publish scientific research papers on a new diagnostic assessment tool for Knee.
Research Assistant + Master Thesis
GERIATRIC DEPT. SAHLGRENSKA
05.2017 - 05.2020
Created standalone software using MATLAB and Bash scripting to detect Bone Marrow Fat in HR-pQCT scans
Implemented semi-supervised Deep Learning techniques alongside MRI scans for object detection and classification with accuracy of 92%.
Conducted Object Detection, Segmentation, and Classification tasks
Performed Statistical Analysis utilizing SPSS software
Co-authored and published scientific research papers in the Osteoporosis International Journal.
Coordinated and managed laboratory projects and experiments.
Applied effective time management techniques to meet tight deadlines.
Passionate about learning and committed to continual improvement.
Worked both independently and collaboratively in fast-paced laboratory environment.
Coding Instructor
HAJAKOD
01.2017 - 06.2021
Instructed children aged 6-12 in graphical coding and JavaScript using BBC Microbit
Developed projects including RC-Car with Remote Control, Space Shooter, Flappy Birds, and more.
Assessed students' progress and provided feedback to enhance learning.
Created syllabus and instructional plans for each class session in accord with stated course objectives.
Introduced new programming languages and platforms to keep pace with evolving industry standards, ensuring students remained competitive in the job market.
Enhanced student coding skills by implementing hands-on projects and real-world scenarios in the curriculum.
Internship
GE HEALTHCARE
12.2014 - 01.2015
Cost optimization of product parts for existing products at GE Healthcare India, including gantry beds and other related items.
Provided project progress updates and proposed solutions to issues.
Prepared comprehensive reports summarizing data analysis findings, informing key decision-makers of important trends and patterns.
Developed organizational skills through managing multiple tasks simultaneously while adhering to strict deadlines.
Gained valuable experience working within a specific industry, applying learned concepts directly into relevant work situations.
Internship
TRIMEDX
06.2014 - 08.2014
Education
MTech in Biomedical Engineering - Image Processing, AI, Deep Learning, ANN, Databases
CHALMERS UNIVERSITY
04.2016 - 04.2020
B. Tech In BioMedical Engineering - Medical Image Processing, Video compression, Steganography
Manipal Institute of Technology
01.2012 - 04.2016
Skills
Python
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Competence
Technical Lead
Systems Developer
Machine Learning Engineer
Deep Learning Engineer
Python Developer
AI Developer
C++ and C Developer
MATLAB Expert
Visualisation Engineer
Data Handling/Analyst
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Research Assistant + Master Thesis - GERIATRIC DEPT. SAHLGRENSKA
05.2017 - 05.2020
Coding Instructor - HAJAKOD
01.2017 - 06.2021
CHALMERS UNIVERSITY - MTech in Biomedical Engineering, Image Processing, AI, Deep Learning, ANN, Databases
04.2016 - 04.2020
Internship - GE HEALTHCARE
12.2014 - 01.2015
Internship - TRIMEDX
06.2014 - 08.2014
Manipal Institute of Technology - B. Tech In BioMedical Engineering, Medical Image Processing, Video compression, Steganography
Project and Research Intern at University of Gothenburg (School of Public Health and Community Medicine Sahlgrenska AcademyProject and Research Intern at University of Gothenburg (School of Public Health and Community Medicine Sahlgrenska Academy
Master Thesis Project Work at Sahlgrenska Academy at University of GothenburgMaster Thesis Project Work at Sahlgrenska Academy at University of Gothenburg