Hrishikesh Kamath Website


I am an Undergraduate student at RV College of Engineering , Bangalore studying Electrical and Electronics Engineering and expect to graduate in 2020. I am currently working in Ederlabs on privacy preserving Machine learning (PPML).

A proficient programmer in Java , Python and Javascript.

My interests are in Machine Learning , Privacy Preserving Machine Learning (PPML) and Software Engineering.

In PPML , I am specifically interested in Differential Privacy , Federated Learning and Trusted Execution Environments (TEE’s).

Available on Twitter as kamathhrishi and on LinkedIn.

Experience

Intern , Ederlabs (January 2020-Present)

Currently working on Differential Privacy.
Worked on privacy preserving machine learning using Trusted Execution Environment(TEE) Intel SGX.

Freelance Web Developer (July-October 2018)

Worked on two frontend projects for two clients using AngularJS and Bootstrap4.

Open Source Contributions

PySyft

“A library for answering questions using data you cannot see”
A framework for privacy-preserving deep learning using Pytorch and Tensorflow.
I worked on Pytorch development. Part of the Core team Contributed to Core PySyft Team

The experience helped me learn a lot of software engineering practices such as unit tests, code reviews, Git, writing clean and documented code.

Deepgaze

Computer Vision library for human-computer interaction in Python

I have refactored certain parts of the library for improved usability and wrote test cases to ensure accurate functionality. Ported library to Python 3.0.

Some Projects I am proud of

For complete list of projects feel free to check my Github Profile.

Indoor Scene Recognition

Exploratory Analysis of Amazon Unlocked Mobile Reviews
Analyzed a dataset of 400,000 reviews for relationship between brands ,pricing and ratings using Seaborn and Pandas in Python.

Animals with Attributes
Supervised Learning

Zero Shot Learning

Contact

Contact me on kamathhrishi [at] gmail