Puneet Mathur

AI Researcher

San Francisco, California, United States4 yrs 1 mo experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Ph.D. in Computer Science with a focus on AI.
  • Research experience at top tech companies.
  • Published research in leading conferences.
Stackforce AI infers this person is a Research Scientist specializing in AI and Machine Learning across various industries.

Contact

Skills

Core Skills

Artificial IntelligenceMachine LearningNatural Language ProcessingQuantitative FinanceData ScienceSoftware Development

Other Skills

AI AgentsLLM Post-trainingContinual LearningGenAI ResearchLLMVision-Language ModelsDocument AIGenerative AILLMsDocument UnderstandingNLPSpeechRetrieval AugmentationDocument IntelligenceAI research

About

I am a Research Scientist-2 at Adobe working on AI Agents, LLM Post-training, and Continual Learning for AI Education. I graduated with a Ph.D. in CS from the University of Maryland, College Park, advised by Dr. Dinesh Manocha. My research lies on the intersection of machine learning, natural language processing, and multimodal deep learning. I completed my master's in Computer Science from UMD in 2021. I was previously an intern at Adobe Research, Facebook AI Research, and Microsoft MSR. During my Masters, I was also an AI Research Intern at Dataminr during Summer 2020. I completed Bachelors in Engineering (B.E.) in Computer Engineering at Netaji Subhas Institute of Technology and did AI research at MIDAS Labs at IIIT-Delhi.

Experience

4 yrs 1 mo
Total Experience
1 yr 4 mos
Average Tenure
2 yrs 8 mos
Current Experience

Adobe

2 roles

Research Scientist - 2

Jan 2026Present · 4 mos

  • Working on AI Agents, LLM Post-training, Continual Learning for AI Education
AI AgentsLLM Post-trainingContinual LearningArtificial IntelligenceMachine Learning

Research Scientist

Sep 2023Present · 2 yrs 8 mos

  • GenAI Research in LLM, Vision-Language Models, Document AI)
GenAI ResearchLLMVision-Language ModelsDocument AIArtificial IntelligenceNatural Language Processing

Microsoft

Research Intern

May 2023Aug 2023 · 3 mos · Redmond, Washington, United States

  • Visual Document Intelligence Team
  • Generative AI and LLMs for Document Understanding
Generative AILLMsDocument UnderstandingArtificial IntelligenceNatural Language Processing

Meta

Research Scientist Intern

Sep 2022May 2023 · 8 mos · Menlo Park, California, United States

  • NLP and Speech Team, Facebook Reality Labs
  • Retrieval Augmentation for Large Language Models (LLMs)
NLPSpeechRetrieval AugmentationNatural Language ProcessingArtificial Intelligence

Adobe

Research Scientist Intern

May 2022Aug 2022 · 3 mos · College Park, Maryland, United States

  • Document Intelligence Lab
Document IntelligenceNatural Language Processing

Verisk

AI/ML Intern

Jan 2022May 2022 · 4 mos · New Jersey, United States

  • AI research on document-level NLP problems [Remote due to Covid]
AI researchdocument-level NLPNatural Language ProcessingArtificial Intelligence

Sharechat

AI Research - Multimodal Deep Learning (NLP/CV/Audio)

Aug 2021Dec 2021 · 4 mos · College Park, Maryland, United States

  • Collaborated with ShareChat AI team as part of Ph.D. research.
  • Multimodal Deep Learning research on short-format social media videos. Analyzing popular social media trends (face filters, hook-steps, dub-smashes) created by content creators in multiple languages with different video formats like reaction videos, split screens, etc.
  • CVPR paper accepted on a novel human-annotated dataset of videos, 3Massiv, from short video platform Moj and performed extensive experiments to explore various dimensions of our dataset.
Multimodal Deep LearningNLPCVAudioArtificial IntelligenceMachine Learning

Adobe

2 roles

Research Scientist Intern

May 2021Aug 2021 · 3 mos

  • Working on document structure extraction with Adobe Research (Document Intelligence Lab) [Remote due to COVID]
Document Structure ExtractionNatural Language Processing

Graduate Research Assistant

Jan 2021May 2021 · 4 mos

  • Research Assitant at UMD in collaboration with Adobe Research Document Intelligence Lab
Research Assistant

Dataminr

AI Research Intern

Jun 2020Aug 2020 · 2 mos · New York, United States

  • Natural Language Processing and Machine Learning
  • Duplicate detection of news headlines as a tiered (event­-entity-­phrase level) paraphrase identification task.
Natural Language ProcessingMachine Learning

University of maryland

Graduate Teaching Assistant

Aug 2019Jan 2021 · 1 yr 5 mos · college park

  • CMSC 351: Algorithms
  • CMSC 132: OOPS in Java
AlgorithmsOOPS in Java

Estee

Quant Analyst - High Frequency Trading

Jun 2018Jul 2019 · 1 yr 1 mo · Gurgaon, Haryana, India

  • Algorithmic Trading: Automated quantitative backtesting, trading execution and equity-sector
  • optimization for multi-factor trading logic in Python and SQL using Bloomberg for market data. Effectively managed to generate a 6.7% profit for assets worth INR 20 million.
  • Data Analytics: Analyzed long-term market trends using Matplotlib and Scikit-Learn for testing the trading hypothesis. Extracted statistical signals to forecast probable losses in 78% of divergent cases.
  • Mutual Fund Trading App: Designed and developed backend REST API’s on AWS Lambda for mutual fund recommendation. Used k-Means clustering and time series analysis to design an optimal basket selection algorithm. Reduced the time utilization in data processing steps by 67% by parallelizing time-intensive computations.
Algorithmic TradingData AnalyticsPythonSQLQuantitative FinanceData Science

Midas-iiitd

Machine Learning Research Intern

Jan 2018Jul 2019 · 1 yr 6 mos · Delhi

  • Worked on several projects in machine learning, supervised and unsupervised learning, natural language processing, computer vision, social media analysis, information retrieval, data mining. Published at top tier conferences such as ACM Multimedia, Interspeech, EMNLP, WACV, ICASSP, NAACL, AAAI, ECIR, ICWSM.
Machine LearningNLPComputer VisionNatural Language Processing

Makemytrip.com

Software Development Intern

Jun 2017Jul 2017 · 1 mo · Gurgaon, India

  • As a part of the Right Stay team, worked on two critical modules of the hostapp using React Native for cross platform app development.
  • Host Negotiations: Developed a host negotiation feature to facilitate price negotiations in the chat conversation flow.
  • Host side property listing: Developed the property listing module to allow the user to view and update each listed property.
React NativeSoftware Development

Education

University of Maryland

Doctor of Philosophy - PhD — Computer Science

Jan 2021Dec 2023

University of Maryland

Master of Science - MS — Computer Science

Jan 2019Jan 2021

Netaji Subhas Institute of Technology

Bachelor of Engineering (B.E.) — Computer Engineering

Jan 2014Jan 2018

Ahlcon Public School

Jan 2012Jan 2014

Amity international school

Jan 2009Jan 2012

Khaitan Public School

Jan 2004Jan 2009

Navrachana Sr. Secondary School

Jan 2001Jan 2004

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