Isha Singh

Experience

• 

  Harappa

  Apr 2019 - May 2019

  Intern
• 

  Ingenious Faces

  Jul 2020 - Aug 2020

  Product Design and Development Associate
• 

  Ashoka University

  Sept 2020 - Mar 2021

  Undergraduate Research Assistant
• 

  Pint AI

  May 2021 - Sept 2021

  Machine Learning Intern

  - Explored and implemented machine learning strategies to combat the spread of fake news by researching methods such as stance detection and stylometric analysis. - Designed and developed a novel news credibility analyzer for Twitter-based recommendation engines that tailored personalized news feeds with credibility scores to detect fake news.

• 

  Ashoka University

  Aug 2021 - May 2022

  Fall 2021: Foundation of Computer Programming (Enrollment 150+)Spring 2022: Algorithm Design and Analysis (Enrollment 80+)

  • Undergraduate Teaching Assistant

    Sept 2021 - May 2022

  • Resident Assistant

    Aug 2021 - May 2022
• 

  Microsoft

  Mar 2022 - Aug 2022

  Research Intern

  - Created a pose estimation-powered AI sports coach for assisting 200K athletes in rural India by building collecting data, building a 10-step pipeline, and implementing keypoint detection.- Modified PyTorch-based pose-estimation libraries such as MMpose and Mediapipe to build a keypoint tracker, perform frame detection for running analysis, and analyze angle periodicity in running stance for athletes.- Designed a qualitative study and interviewed 20 endurance runners and sports coaches to gain domain knowledge about assessing running gait through metrics such as cadence, stride, pace, etc. Show less

• 

  Yale University

  Aug 2023 - now

  Graduate Teaching Fellow

  Fall 2023: Mathematical Tools for Computer Science (Discrete Mathematics). Enrollment: 110Spring 2024: Mathematical Tools for Computer Science (Discrete Mathematics). Enrollment: 60