Hi, I am Akshay!
I am a Senior Computer Vision Engineer at Invisible AI in San Francisco. I am currently working non deep learning techniques for object tracking and geometric scene representation for real time applications. My research and engineering interests include manipulation, mobile robot navigation, and computer vision. Lately, I have also been getting my hands dirty with machine learning for 3D computer vision.
I have experience building robust end-to-end computer vision, DL and robotics software deployed live in factories and industries today using the best development tools and industry practices. I love working with ownership and responsibility of project. I love working with startups and in small teams which allow for learning and experience across the various aspects of a software/product development cycle. In my spare time, I have worked on several hardware projects as well.
Current Work At Invisible AI
My current work at Invisible AI involves developing computationally efficient computer vision algorithms for real time industrial applications, deployed on the edge. It includes architecting and writing production-grade robust code that stiches together multiple deep learning, modules as well as conventional computer vision algorithms. The tech-stack includes C++, Python, Pytorch, CUDA and OpenCV among others.
Previous Work At Modbot
Before Invisible, I worked as a Robotics Software Engineer at Modbot, San Francisco, CA. During my time with Modbot Inc., I worked on developing dynamically configurable software for motion planning, control techniques, kinematics algorithms, system modeling, and identification for modular robot arms in a test-driven development setting. Being the only on-site robotics specialist, I was involved in the complete software development cycle from design and POC through to the deployment of high-fidelity real-time robot software stack using C++ and Python in a Linux environment.
I have a MS in Robotics Engineering degree from Worcester Polytechnic Institute, MA, USA. My coursework included Deep Reinforcement Learning, Deep Learning for Advanced Robot Perception, Robot Dynamics, Robot Control and Artificial Intelligence among others. The graduate program courses had projects as an integral component of the grades. The projects involved implementing intricate mathematical concepts using latest software tools and technologies. You can check out my course projects here in the Projects section.
I also have a BTech. in Electrical Engineering degree from Malaviya National Institute Of Technology Jaipur, India where I learned about control systems, computer architecture, embedded systems and intricate motion systems while also building lots of robots like bipeds and animatronic face on the side.