Nov 2022 – Aug 2023 · 9 mos · Greater Noida

Aug 2020 – Apr 2021 · 8 mos · Bengaluru, Karnataka, India

• Worked on deep learning and tree based models to improve search result on Udaan App across several categories like Food, FMCG, Clothing, etc
• Created a framework which could be used simultaneously in recommendations across the syste

Jun 2020 – Feb 2022 · 1 yr 8 mos · Bangalore Urban, Karnataka, India

• Built an ed-tech social media platform(using Android, Flask, Springboot) with a team of 3 people where users can join communities based on their interest and enroll in courses.
• Built features like contextual user feed, brand images generation, multiple post types(text, image, question, poll, reels), user behaviour tracking, scheduling notifications/sms, payments, multi-level course consumption, user points system, deferred deep linking.

Oct 2019 – Jul 2020 · 9 mos · Greater Bengaluru Area

• Designed framework for predicting relevant tags for the users to show on trending feed and video feed
• Responsibilities included proposal of experiment, model development, offline performance evaluation, A/B test setup,
• monitor performance and deploy on complete scale
• Worked on experiments to increase the engagement of inactive users, used FFM for post generation for a user, optimised SQL queries to cut down costs

Jun 2016 – Oct 2019 · 3 yrs 4 mos · Bengaluru

• Developed a Machine Learning model to determine the impact of ad-images on User-Response Prediction using FFM
• Designed a pipeline to convert a GUI screenshot (provided by the designer) to frontend code for AEM (Adobe Experience Manager) using CNN and LSTM based network
• Worked on project to assist content writers for news article(dataset used - Telegraph)
• Created a model to detect 60 categories of objects in images consisting of Satellite Images
• Developed joint-embedding model for Fashion Images for learning shared latent space representation of images and attributes for image2image and attribute2image retrieval
• Worked on Conversion prediction model for an online spend control system, which would help in lifting ROI for advertisers by spending the budget on more profitable advertising requests

Jun 2015 – Jul 2016 · 1 yr 1 mo

• • Developed a Proof of Concept for solving Image Denoising Problem on Quantum Computer(D-wave 2000Q) under Prof. Nike Dattani

May 2015 – Jul 2015 · 2 mos · Chennai

• Indoor Positioning and Navigation
• RANSAC based monocular SLAM for real-time navigation, QR-based localization wrt world frame and Inertial Navigation System, triangulation using BLE tags signal

Dec 2014 – Dec 2014 · 0 mo · Tokyo, Japan

• NP-hard Problem of route planning for Tsunami Evacuation
• Approximate algorithm implemented using Depth first search, A* search, Dijikstra algo and Target Value Search Problem

May 2014 – Jul 2014 · 2 mos · Chennai

• Read measuring Scale in real environment using Computer Vision Techniques
• Noise Removal, Scale detection, Cross-wire detection, Finding readings, Verifying Readings and OCR for numbers