Work Experience

Experience
OpenMined
[website] [Github]- Research Scientist
Jun 2020 - Present
Exploring the new domain of Privacy Preserving Machine Learning #PPML to bring techniques like federated learning together with differential privacy for hospital datasets.
To know more about the project - Vedio
- Techies (Tech Team Member ) - Learning Team
Jun 2020 - Present
Part of the Learning Team's Technical team, recently worked as the Webinar Lead (week-2) and the Teaching assistant for the OpenMined's First BootCamp called Beta-BootCamp.
Featured Blogpost: OpenMined Featured Contributors: September 2020 -Beta Bootcamp's Tech Team
- Writer
Apr 2020 - Present
You may check my most recent blog posts from here: OpenMined Blog, Medium Blog
- PriCon2020 Organising Member and Co-ordinator
Jul 2020 - Sep 2020
Organising Member for PriCon2020 - personally co-ordinated 60+ Speakers from many of the world’s most important privacy and AI projects around the world: EFF, Signal, MIT, Twitter, DeepMind, FAIR, UCSF, Oxford, The Economist, the Ford Foundation, Inpher, and the United Nations just to name a few.
#PriCon2020 OpenMined's First Virtual Privacy Conference 2020 held on 26 & 27 Sep. To know more please visit the website. You may also checkout the conference recording from the links shared below:
- Website: https://pricon.openmined.org/
- Day 1 (Part-1)
- Day 1 (Part-2)
- Day 2
- RecSys Team
Nov 2020 - Present
Teams at OpenMined are divided into 3 Major Teams Development, Community and Research team.
RecSys Teams (Recommendation system team) comes under the Federated Learning Team of Development Team. For more info - click here
- Technical Mentor - The Private AI Series courses
Jan 2021 - Present
The Private AI Series- series of four courses designed for students of all skill levels. All of the courses will be free to access and technical mentorship is free for our students thanks to the generosity of the partners.
- Privacy and Society: Non-Technical course to build the knowledge and skills necessary to take advantage of the opportunities provided by privacy-enhancing technology.
- Foundations of Private Computation: Teaches every major privacy-preserving technology to an intermediate level, including the math behind encrypted computations.
- Federated Learning Across Enterprises: Students develop the skills to use federated learning for analyzing private data across multiple institutions.
- Federated Learning on Mobile: Teaches students how to build mobile apps that can train models across millions of devices.
United Nations (UN) GWG Task Team
Nov 2020 - Present
Member of UN GWG Task Team on Privacy Preserving Techniques
Representing OpenMined's Writing Team
AI Intern ( Prashikshan ) Tata Steel
Nov 2019 - Jan 2020
Project - Anomaly Detection and Condition Monitoring of Hot Strip Mill DC Rot. Motors based on their current inputs.
- Created synthetic data for anomaly detection and research for a suitable model.
- Analyzed Time Series Data, introduced signal processing for better Data Visualization and communication of the collected data from a total of 216 motors in 16 different regions with different environmental conditions.
- Key Skills - PyTorch, Python (pandas and numpy), Data Frames, Data Modeling and Evaluation, Jupyter Notebook, LSTM, Model training and validation, Flask, SQL.
- Future scope - Predictive maintenance using the concept of pattern recognition.
Web Developer Intern Amarpushp Educational And Welfare Society (AEWS)
April 2018 - May 2018
- Angular 6 based webpage creation.
- https://www.amarpushp.org/internship.html
Volunteer Work
Student Volunteer - RecSys ACM Conference 2021
Sep 20 - 30 2021
- Student Volunteer
- Virtual chair for Poster and Demo session - Leading and guiding 12 other student volunters
- Leader/Supervisor for 2 Workshops IntRS and OHARS
Computer Vision Nanodegree - Udacity
Nov 2019 - Jan 2020
- Moderator - #resources and #eventandopportunities channels (Slack)
Intel Edge Scholarship Challenge - Udacity
Dec 2019 - Feb 2020
- Student Leader of #women_who_code channel (Slack)