CV

Education

• Integrated Dual Degree (Masters, Bachelor) in Mathematics and Computing, Indian Institute of Technology (BHU), Varanasi, 2022 (expected)
• Class XII, Kendriya Vidyalaya BHU, Varanasi, 2017
• Class X, Kendriya Vidyalaya BHU, Varanasi, 2015

Work experience

• Research Internship at Centrum Wiskunde & Informatica, Amsterdam
  • Implemented novel ES pipeline for solving board games like connect-four by integrating OpenSpiel to already implemented state-of-the-art ES algorithms.
  • Exposure: Evolution Strategies, AlphaGo Zero, OpenSpiel, Ray and Redis
  • Supervisor: Dr Hendrik Baier, Intelligent and Autonomous Systems group at CWI
• Research Internship at Swaayatt Robots, Bhopal
  • Design an RL(TRPO) based pure pursuit controller on aiding motion planner to generate the trajectory for the vehicle.
  • Exposure: Chunking, Tsfresh, Tensorflow, Dask
  • Supervisor: Mr Sanjeev Sharma, CEO & Founder of Swaayatt Robots
• Developer Student at Google Summer of Code 2019
  • Made a model to predict fever onset of ill patients from look up to 6 hours back vital data streams.
  • Exposure: CARLA, ROS, TRPO, Pure Pursuit controller, Cython
  • Supervisor: Prof. Rishikesan Kamaleswaran, University of Tennessee Health Science Center

Skills

• Languages:
  • Python
  • C++/C
  • Java(Basic)
• Areas of Interest:
  • Reinforcement Learning
  • Imitation Learning
  • Deep Learning
  • Computer Vision
• Technologies: Git, Keras, TensorFlow, PyTorch, GCP, AWS, Ray, Linux

Service and leadership

• Google AI Explore ML Facilitator: July 2019 - January 2020
  • Facilitated over 350 college students with Basic, Intermediate and Advanced ML Courses designed by Google.

Checkout Aditya Singh’s Full CV here.