Mukund Rungta

AI Researcher

Cambridge, Massachusetts, United States7 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Natural Language Processing and Machine Learning.
Experience at Microsoft and Samsung Research.
Published research in international conferences.

Stackforce AI infers this person is a Machine Learning and Natural Language Processing expert with experience in enterprise solutions.

Contact

mukundrungta000@gmail.com LinkedIn

Skills

Core Skills

Natural Language ProcessingMachine LearningData Analysis

Other Skills

BARTCC++Data MiningJavaMatlabPublic SpeakingPythonResearchSequence to Sequence modelTeam LeadershipWeb Development

About

https://mukundrungta.github.io/ Experience in Natural language processing(NLP) and Machine learning(ML). Industry experience at Microsoft and Samsung Research where worked on building solutions around textual data like Machine Transliteration, automatic report generation with summarization, and key-phrase extraction. Experience of publishing papers at International conferences like IJCNN, ICSC, CICLING focused mainly on Information Retrieval and NLP.

Experience

Microsoft

Applied Scientist

Jul 2023 – Present · 2 yrs 8 mos · Cambridge, Massachusetts, United States

Natural Language ProcessingMachine Learning

Amazon

Applied Scientist Intern

May 2022 – Aug 2022 · 3 mos · Seattle, Washington, United States

Worked on Query Rewriting framework using autoregressive Sequence to Sequence model, BART. Proposed a multitask learning setting to leverage auxiliary tasks to improve performance of Query Rewriting task.

Machine Learning

Georgia institute of technology

2 roles

Graduate Teaching Assistant

Jan 2022 – Jul 2023 · 1 yr 6 mos

Teaching Assistant for CS 7650 Natural Language Processing under Prof. Alan Ritter

Natural Language Processing

Graduate Teaching Assistant

Aug 2021 – Jan 2022 · 5 mos

Teaching Assistant for CS 4641 Machine Learning under Prof. Alan Ritter

Machine Learning

Microsoft

2 roles

Software Engineer II

Promoted

Jul 2021 – Aug 2021 · 1 mo

Working in the Customer Success Engineering - Amplify IDC team
1. End-to-end ownership of machine learning model for classification of verbatims by Admin Users of O365 products.
2. Automated the monthly reports for analyzing the NPS change across various segments and dimensions.
3. Worked on extractive and abstractive verbatims summarization to understand the sentiment around it

Machine LearningData Analysis