Aravind Balakrishnan
Senior Machine Learning Engineer @ Aviva Canada
About
- Software engineer comfortable with Python and the modern software development environment and best practices. - ML engineer and researcher with 2+ years of industry experience building classical and deep learning production pipelines; proficient with the various tools and libraries in an ML engineer's arsenal. - Masters degree in computer science from University of Waterloo focusing on reinforcement learning research in the autonomous driving domain. Irrespective of the problem domain, I am interested in the future of learning algorithms and looking to delve deeper into this space.
Canada
Toronto
Computer Software
MLOps, Machine Learning, Python, C++, Computer Vision, Algorithms, Artificial Intelligence (AI), Agile Methodologies, Research, Programming, Computer Science, Deep Learning, Data Science, SQL, Linux, Keras, TensorFlow, Reinforcement Learning, Robot Operating System (ROS), NumPy
Experience
Senior Machine Learning Engineer
Aviva Canada
Toronto, Ontario, Canada
Fraud detection and mitigation for Aviva Direct online insurance platform - tackling problems such as quote manipulation, misrepresentations and organized fraud along with building ML lifecycle automation pipelines.
Machine Learning Research Engineer
Gatik
Toronto, Canada Area
Research and development of decision-making and motion planning module of the software stack that powers Gatik’s level 4 autonomous delivery trucks.
Research Assistant
University of Waterloo
Ontario, Canada
Software development and reinforcement learning research for the decision-making module in ROS-based autonomous driving software stack at Waterloo Intelligent Systems Engineering Lab (WISE Lab).
Teaching Assistant
University of Waterloo
Ontario, Canada
CS486/686 - Introduction to Artificial Intelligence CS246 - Object-Oriented Software Development
Software Development Engineer
McAfee
Bengaluru Area, India
Software developer and test automation engineer for software security web application.
Education
University of Waterloo
Computer Science
Courses: 1) Introduction to Machine Learning 2) Deep Learning 3) Computer Vision for HCI 4) Simulating Neurobiological Systems 5) Reinforcement Learning
National Institute of Technology Calicut
Computer Science
Aravind Balakrishnan's Contact Information
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