Parth Patwa

Data Scientist

San Francisco, California, United States6 yrs 10 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Published papers at top AI conferences.
Achieved 97% F1 score in few-shot learning.
Led AI/ML club and conducted workshops.

Stackforce AI infers this person is a skilled AI researcher with a focus on Natural Language Processing and Computer Vision.

Contact

parthpatwa1@gmail.com LinkedIn

Skills

Core Skills

Artificial IntelligenceMachine LearningNatural Language Processing

Other Skills

AlgorithmsC (Programming Language)C++CommunicationData AnalysisData StructuresDjangoGenerative AILarge Language Models (LLM)ProgrammingPython (Programming Language)ResearchTensorFlow

About

Interested in Artificial Intelligence, Natural Language Processing, Computational Social Science, Computer Vision and Data Science. Papers published at CVPR, AAAI, NeurIPS, COLING, IJCAI etc google scholar: https://scholar.google.com/citations?user=nlpQCpsAAAAJ&hl=en

Experience

1 yr 10 mos

University of California, Los Angeles

– Present

Amazon web services (aws)

Data Scientist

Feb 2024 – Present · 2 yrs 1 mo · San Francisco Bay Area

Working on Gen AI projects as a part of AWS Generative AI Innovation Center.

Generative AIArtificial IntelligenceMachine Learning

Amazon

Applied Scientist Intern

Jun 2023 – Sep 2023 · 3 mos · Seattle, Washington, United States · On-site

Research on Parameter efficient fine tuning of LLMs in a low resource setting.
Research on high quality data generation using LLMs.
Paper accepted at Lrec-Coling 2024

Large Language Models (LLM)Natural Language Processing

Vayu robotics

Machine learning Research intern

Nov 2022 – Jun 2023 · 7 mos

designed and developed a pipeline to generate 100,000+ synthetic polarization images (stereo pairs).

Vimaan

Machine Learning Research Intern

Jun 2022 – Sep 2022 · 3 mos · San Francisco Bay Area

Computer vision research, object detection, few shot learning.
Achieved 97% F1 score on few-shot object recognition using siamese networks.

Pathcheck foundation

Machine Learning Researcher

Sep 2020 – Mar 2022 · 1 yr 6 mos

Pathcheck is a spin off from MIT.
Working on COVID-19 outbreak prediction, Proximity Sensing for digital contact tracing, and other challenges related to COVID-19.
Papers accepted at Neurips workshop, Journal of Behavioral Data Science, IJCAI workshop.
Won $5000 at the covid symptom data challenge by CMU.

Automationedge

Machine Learning Engineer

May 2020 – Sep 2020 · 4 mos

OCR, face recognition, aadhar masking

Epoch

Founder and President

Oct 2019 – May 2021 · 1 yr 7 mos

Founded and lead the AI/ML club of IIITS.
Conducted coding session, hackathons, paper reading sessions and gave talks and tutorials on AI/ML topic.

Hike messenger

Machine Learning Intern

May 2019 – May 2020 · 1 yr · New Delhi Area, India

Used Transformers and Character level CNN to generate message embeddings from chat data.
The embeddings are used to cluster similar sentences together.
Designed Deep Learning models to predict next message from previous messages.
Performed qualitative and quantitative analysis of the results through code and human judgement.
Full paper accepted and received Innovative Application Award at IAAI (co-located with AAAI)