Achin Jain Email & Phone Number

Seattle, Washington, United States

Amazon Artificial General Intelligence (AGI)

Seattle, Washington, United States

Amazon Artificial General Intelligence (AGI)

Seattle, Washington, United States

AWS AI Rekognition

Greater Philadelphia Area

Research: Machine Learning for Smart Buildings1) Novel algorithms for data-driven model predictive control (MPC)2) Neural network-based MPC for energy savings and climate control of a real building3) Gaussian processes for optimal experiment design and stochastic MPC. See attached talk.4) Decision trees and random forests for building control. See the talk.

Greater Seattle Area

Deep reinforcement learning in robotics, jointly with Amazon Robotics AI and AWS RoboMaker

Philadelphia

Flexergy uses data-driven control technology to make real-time recommendations on how to reduce energy costs in commercial buildings while maintaining occupant comfort

Stuttgart Area, Germany

1) Control-oriented modeling of a hybrid electric vehicle with an electric-boost (Formula 1 config)2) Designed a framework for optimal energy management using dynamic programming for (1) minimizing fuel consumption and (2) maximizing acceleration performance

Dättwil, Aargau, Switzerland

1) Black-box optimization using surrogate functions of noisy and computationally expensive models2) Optimal power management of a wind farm using model predictive control

Zürich Area, Switzerland

Model predictive control for wind turbines, with a focus on MPC tuning trade-offs. Check the attached publication.

Metz Area, France

Optimal task placement with 6 DOF manipulator during friction stir welding

Doctor Of Philosophy (Phd), Electrical And Systems Engineering

Master Of Science (Msc), Robotics, Systems And Control

Bachelor Of Technology (B.Tech.), Mechanical Engineering

Activities and Societies: Society of Automotive Engineers