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Shreyas Bapat

Undergraduate B.Tech. Student

Indian Institute of Technology Mandi

Biography

Shreyas Bapat is a final year undergraduate student at Indian Institute of Technology Mandi majoring in Electrical Engineering. His research interests include deep learning, performance, computational astrophysics and programmable matter. He helped form the Computational Astrophysics group, which develops algorithms for solving complex physical/observational problems in Astrophysics and Astronomy and related datasets.

Shreyas has undertaken various kinds of work ranging from cloud computing to deep learning. He is specifically interested to understand how deep learning works and how to make it fast. For that he has worked twice in Research Team of Siemens. He is now working in Semut Technologies where he is helping develop a PaaS platform and various SaaS.

Shreyas also maintains EinsteinPy, is a prominent contributor to poliastro, pytorch-lightning. He is a Managing Member of Python Software Foundation.

Interests

  • Artificial Intelligence
  • Deep Learning
  • Scalability
  • Performance

Education

  • B.Tech. in Electrical Engineering, 2020

    Indian Institute of Technology Mandi

Experience

 
 
 
 
 

Intern - Cloud Native Engineering (R&D)

Semut

Mar 2020 – Present Bengaluru, India
Working on Cluster Efficiency
 
 
 
 
 

Software Research Intern

Siemens

Jun 2019 – Jul 2019 Bengaluru, India
Created a Deep Neural Network validation, testing pipeline, worked on coverage guided fuzzing. Responsibilities include:

  • Testing
  • Deploying
 
 
 
 
 

Software Research Intern

Siemens

Dec 2018 – Feb 2019 Bengaluru, India
Created a Style Transfer Learning Pipeline, worked on active learning. Responsibilities include:

  • Optimising GPU Usage
  • Active Learning
  • Deploying

Accomplish­ments

Foundation Day Award

For contributions to STAC and EinsteinPy

Bronze Medal

For exceptional performance in Route Optimization Algorithm

Bronze Medal

For exceptional performance in Star Cluster Identification Hackathon

Recent Posts

Projects

Einsteinpy

Python Library for General Relativity

Recent & Upcoming Talks

COVID19 Dynamics on Career

Undertanding the effects of COVID19 on career and what to do next?

Looking at a Black Hole with Python

Imaging a Black Hole using Deep Learning

Python at the speed of light!

Python for General Relativity

Through Python to the stars

Using poliastro for orbital mechanics

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