Ishan Gupta Email & Phone Number

Los Gatos, CA, US

- Causal ML and RL

Mountain View, California, US

- Predicted intents for Waymo Driver using machine learning and reinforcement learning techniques.- Developed and launched Waymo’s first closed loop learning system in planning. (Work recognized by spot bonus and pending patent)- Led ideation and mentorship for several planner RL formulations which nurtured further adoption and generalization of the built.

Mountain View, CA, US

- Joined as part of founding ML team. - Built ML components based on 3D Vision and Reinforcement learning for multi modal perception and planning system

Contributed to projects related to social trajectory predictions for surround agents and learning based solutions using geometry and deep learning for 3D object detection and tracking for autonomous vehicles under the guidance of Prof. Mohan Trivedi.Eventually lead to publications at ECCV (2018) and ITSC (2018).

La Jolla, CA, US

Served as a Teaching Assistant for course on Neural Networks under Prof. Garrison Cottrell.Course Link: https://podcast.ucsd.edu/watch/wi18/cse253_d00

La Jolla, CA, US

Served as a Teaching Assistant for course on probabilistic inference on graphical models under Prof. Lawrence Saul.Course Link: http://cseweb.ucsd.edu/classes/fa17/cse250A-b/

Palo Alto, CA, US

Working on computer vision and deep learning technologies at A9's Visual Search group.Key Points:-1) Fast 2-D Semantic Detectors for Mobile Subsystems2) Semantic Segmentation3) Design Evaluation Framework

Palo Alto, California, US

I was a part of Multimedia Research team in the Broadband and Connectivity Group and worked on the design and implementation of optimized computer vision algorithms for Advanced Driver and Assistance Systems. I was involved in the complete analysis of the algorithms involving hardware constraints for low power SIMD cores to make them perform at a.

Palo Alto, California, US

I was involved in the development of Dolby Multistream Platform on the Broadcom's audio subsystem.It is a single package solution for all audio contents which are used worldwide on the Set-Top-Box Platform. My main contribution was towards the Dolby Digital Plus Encoding which is a transcoding feature used to produce 7.1 audio bitstreams. A fully optimized.

Developed a Parachute Simulator System with proper hardware interfacing using LABVIEW. The software test suite developed was tested with a simple hardware implementation of an I to V converter on PCB and photo-detector, pressure and wind sensor interfaced with the system. The project got recognition in the defense research for it's help in providing.

New Delhi, Delhi, IN

Worked on a Project related to Relay Communication System for Power Distribution in AC Auxiliary Plants, The project involved an overview of all the basic components involved in the communication system using Data Concentrators.

Master'S Degree, Computer Vision And Deep Learning

B.E(Hons), Electrical And Electronics Engineering