Yogya Modi

Experience

• 

  The Akshaya Patra Foundation

  Jul 2019 - Jul 2019

  Summer Intern

  • Selected among top 40 candidates across India from multiple IITs, NITs and BITS• Improvement of android-based application for in-house data collection streamlining.

• 

  ScoVelo Consulting (B2B Digital Marketing Agency | Sales Consulting)

  May 2020 - Jun 2020

  Deep Learning Intern

  • Developed and designed a neural network using LSTMs trained on Amazon Reviews Dataset (300,000 reviews) that predicts customer rating (1-5) of unlabelled product reviews at 79% accuracy.• Deployed the model to predict customer ratings on unlabelled reviews scraped from sites like Product Hunt to provide insights on current market sentiment of products chosen by user.

• 

  Samsung India

  May 2021 - Jul 2021

  Research And Development Intern

  • Designed neural networks using CNN and LSTM layers in Keras for enabling On-Device classification of text messages to provide smart action/reply buttons to smartphone users.• Deployed the same for Samsung’s flagship phones using Tensorflow Lite to achieve low latency and reduction in resource consumption by 86%.

• 

  NEVS

  Jan 2022 - Jul 2022

  Computer Vision Thesis Worker

  • Simulated extreme scenarios to generate synthetic dataset with annotations for improving object detection in Autonomous Vehicles using the CARLA simulator (based on Unreal Engine).• Set up pipeline to evaluate uncertainty of object detector predictions using Probabilistic Object Detection.• Evaluated impact of factors that affect prediction uncertainty like change in weather/lighting conditions.

• 

  Microsoft

  Aug 2022 - now

  Software Engineer