Charvi Gupta

Computer Science Graduate

New York University

I’m a Computer Science Masters student at the Courant Institute of Mathematical Sciences, New York University. I’m passionate about learning Data Science techniques and believe the limitless data we generate today has the power to uncover intriguing stories about us. Previously I worked as a Data Scientist at IBM where I used Machine Learning to solve problems in retail supply chain, e-commerce, and entertainment industry. I graduated with M.Sc.(Hons.) in Economics and B.E.(Hons.) in EEE from BITS Pilani in 2020.

Experience

Data Scientist

September 2020 – July 2022 Bangalore, India

Designed and implemented of ML models and Data Science solutions

Computer Vision - Face Recognition and Document Parsing
Natural Language Processing - Entity Recognition and Topic Modelling

SDE Intern

January 2020 – July 2020 Bangalore, India

Data Science Intern

July 2019 – December 2019 Bangalore, India

Projects

Next Frame Prediction in Video Sequence

Predicting segmentation mask of next 11 frames of a video given the first 11 frames. The dataset features synthetic videos with interacting 3D shapes.

Charvi Gupta, Anisha Bhattnagar, Anoushka Gupta

May 2, 2023 Deep Learning, Self Supervised Learning, Computer Vision

Next Frame Prediction in Video Sequence

Evaluating different training methods on QA datasets

We aim to compare and contrast a variety of training configurations on the task of fine tuning a T5 model on QA datasets (BioQA and GSM) to understand their performance

Charvi Gupta, Rushabh Musthyala

Dec 2, 2022 Large Language Model, GPU Training, Deep Learning

Evaluating different training methods on QA datasets

Understanding Data and Model Parallelism for training large networks

Summary of PipeDream and PipeDream-2BW training systems for large scale models

Charvi Gupta

Oct 27, 2022 Deep Learning, Model Training

Skills

Python, SQL, C++, R

Pytorch, Tensorflow

Machine Learning, Statistics

Contact

You can reach me through LinkedIn or Email