vimukthi randika
@vimukthirandika
Machine Learning Engineer with robust experience in developing ML solutions.
What I'm looking for
I am a Machine Learning Engineer with extensive experience in developing production-level machine learning solutions and pipelines for industrial applications. My expertise lies in Python, machine learning models, and MLOps, where I have successfully created custom pipelines for large language model-based projects. I pride myself on my ability to communicate complex technical concepts to diverse audiences and collaborate effectively with cross-functional teams.
Throughout my career, I have demonstrated a passion for delivering actionable insights that drive business success. At Rabot.us, I focused on research and development in object detection, image segmentation, and object tracking, enhancing MLOps processes to streamline workflows. My work has led to significant improvements in model performance and efficiency, showcasing my commitment to innovation and excellence in the field.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
Rabot.us
Nov 2023 - Present (1 year 10 months)
Focused on research and development of object detection, image segmentation, and object tracking using Python and ML tools, enhancing MLOps processes to streamline workflows. Built a new product feature by creating a pipeline and algorithms for multi-object tracking in offline mode, enhancing package-item tracking efficiency and reliability.
Machine Learning Engineer Intern
Rabot.us
May 2023 - Present (2 years 4 months)
Enhanced ground-truth quality in computer vision datasets by implementing unsupervised clustering for dataset creation, 2D/3D hand-pose estimation, designing and debugging data pipelines using Git and MySQL.
Education
Degrees, certifications, and relevant coursework
University of Jaffna
B.Sc.(Hons), Computer Science, Computer Science
2019 - 2023
Grade: 3.14
Studied Computer Science with a focus on various aspects of the field. Achieved a Second Class - Lower Division with a GPA of 3.14.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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