Apr 2023 – Oct 2023 · 6 mos · Greater London, England, United Kingdom

• ML Resident in Networking Team contributing in using ML for detection of encrypted network traffic data.

Nov 2018 – Sep 2019 · 10 mos · Greater London, England, United Kingdom · Hybrid

• Developed a ML-based credit scoring web application for assisting loan officers in Africa providing Educational Loans to Parents and Schools.
• Assisted in data cleaning and developing a ML model for the same application.

Jan 2018 – Feb 2023 · 5 yrs 1 mo · London Area, United Kingdom

• I work in Prof. Yves-Alexandre De Montjoye's Lab at Data Science Institute in Imperial College London.
• OPAL Platfrom. Developed an open‑source large‑scale privacy‑preserving location data analytics platform “OPAL (Open Algorithms)” for telecommunication data in collaboration with MIT Media Labs, Orange Sonatel, and Telefonica. Deployed the platform in Senegal and Colombia in local telecommunication companies in those countries. The work is published at IEEE Big Data, has received CNIL certification, and has also been presented at United Nations World Data Forum.
• Project UNVEIL. Designed and built an open‑source real‑time experiment “UNVEIL” to demonstrate the data leakage through unsecured WiFi networks. The demo is published in the World Wide Web Conference (WWW) 2019. It has been deployed in the Global Data Observatory at Data Science Institute and is being used to improve public awareness on security risks of WiFi networks. It was also presented at Great Exhibition Road Festival in 2022.
• Supervised projects. Supervised an MEng student to improve the performance of compute engine in OPAL by fine‑tuning the database engine. Supervised a BEng student group to extend “UNVEIL” and make the demo easy to operate. Supervised another group of MSc students to develop a kaggle‑like portal to assist the ML course at Imperial Business School.
• Sysadmin. System administrator for the research group. Responsible for user management and smooth operation of a cluster of resources distributed across multiple VMs.

Jun 2016 – Dec 2017 · 1 yr 6 mos · Mumbai, Maharashtra, India

• Working on creating IP in field of life sciences and healthcare using machine learning and artificial intelligence.
• Interpretability of neural networks.
• Working on creating product for AI in Healthcare for X-Rays
• Published a paper in STACOM'17 on Segmentation of Cardiac using a modified loss function.
• Creating and implementing algorithms to reason out neural networks using heatmaps
• Designed and built the first version of backend for the X-Rays Product and deployed in Clinics
• Worked on discovery of new imaging biomarkers for early diagnosis of Alzheimers
• Worked in collaboration with Hospitals to bring AI for faster diagnosis of brain tumors
• Participated in Kaggle Ultrasound Nerve Segmentation challenge and finished on 28th position out of 600+ teams.

May 2015 – Jul 2015 · 2 mos · Gyeonggi, South Korea

• Worked on Tizen OS to improve the CLIPS rule engine used in backend and add a feature for multiple rules firing.

Dec 2014 – Jan 2015 · 1 mo

• Worked on Developing and Designing Ad Exchange Platform.

May 2014 – Jul 2014 · 2 mos · Greater Chennai Area

• As a developer in Chronus Corporation I am currently working on developing a google add on which is required by the company for its daily uses and in managing google documents and its integration with various other google services that everyone uses here.

Apr 2014 – Apr 2015 · 1 yr · IIT Bombay

• As a Core Team Member in Web and Software in Student Alumni Relations Cell, IIT Bombay, I am responsible to handle all the web interfaces that are being used for various events and programmes. I am responsible for building the android and Facebook app for the game that will be used during the Student Alumni Meet, the major event by SARC where more than a 100 Alumnus come back an d we have various events to build up their relations. I handle the student content that goes on IIT Bombay Alumni Association site.

Jun 2013 – Apr 2014 · 10 mos · IIT Bombay

• As an Hostel Alumni Secretary I was involved in connecting Alumni back to the institute and in connecting current students of the Hostel to the Alumni.