Experience

Work

Machine Learning Intern

Computer Vision

Autonomous Driving

Deep Learning

Research

Designed novel semi-supervised learning framework for advanced driver-assistance systems (ADAS) to automate object detection labeling. Resulted in 20% improvement in…

Jan, 2023

Contributor

Google Summer of Code | Red Hen Labs

Deep Learning

Computer Vision

HPC

Automated segmentation of old TV Broadcast recordings using multi-modal deep learning. Enabled 15x efficiency through multi-threading and array jobs on a largescale HPC GPU…

Jun, 2022

Teaching Assistant

PES University

Computer Vision

Data Analysis

Created course slides, practical python workbooks and automated labs for the Data Analytics and Image Processing and Computer Vision courses. Improved understanding of…

Jun, 2022

Summer Research Fellowship

Indian Institute of Science

WiFi Networks

Research

Statistical Modeling

Researched Markov Chain-based stochastic models to reduce 802.11 WiFi router packet collisions, enhancing throughput. Verified results through NetSim and QualNet simulations.

May, 2021

Software Engineering Intern

Enrole Inc.

Data Analysis

Flutter

API

Designed novel semi-supervised learning framework for advanced driver-assistance systems (ADAS) to automate object detection labeling. Resulted in 20% improvement in…

Jun, 2020

Volunteering

Organizer

TensorFlow User Group Bangalore

Management

Managed event communication and sponsorship, facilitating valuable industry connections.

Jun, 2023

Subject Matter Expert

PES University

Deep Learning

Machine Learning

Neural Networks

Developed and taught four-week curriculum for the course ‘Introduction to Machine Learning’ and held a two-day workshop on ‘Neural Networks from Scratch’ for 100…

May, 2021

Projects

Abstractive Text Summarized using PEGASUS

Machine Learning

Artificial Intelligence

GCP

This project is a fully scalable end-to-end abstractive summarizer built on the state of the art PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive…

Jan, 2021

Sentiment Analysis

NLP

Machine Learning

Artificial Intelligence

This is a small NLP project which uses sentiment analysis and machine learning to classify words into positive or negative connotations. This project is a part of the final…

May, 2020

ChatBot using DialogFlow

NLP

Machine Learning

GCP

By utilizing google’s DialogFlow, I built a simple chatbot system that can detect intents and reply based on the category identified. I integrated this chatbot to Facebook…

Jan, 2020

Categories

Work

Machine Learning Intern

Contributor

Teaching Assistant

Summer Research Fellowship

Software Engineering Intern

Volunteering

Organizer

Subject Matter Expert

Projects

Abstractive Text Summarized using PEGASUS

Sentiment Analysis

ChatBot using DialogFlow