Souvik Das

Souvik Das Email and Phone Number

Applied Scientist Lead @ J.P. Morgan
New York, NY, US
Souvik Das's Location
New York, New York, United States, United States
Souvik Das's Contact Details

Souvik Das personal email

n/a
About Souvik Das

NLP Scientist/ ResearcherSpecialties include:1. Functional: Data Structures and Algorithms, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision.2. Languages: Python, C++, Java, JavaScript, SQL.3. Tools and Frameworks: Scikit-learn, TensorFlow, Keras, PyTorch, NLTK, SpaCy, Gensim, Django REST Framework, Apache Solr.

Souvik Das's Current Company Details
J.P. Morgan

J.P. Morgan

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Applied Scientist Lead
New York, NY, US
Website:
jpmorgan.com
Employees:
75129
Souvik Das Work Experience Details
  • J.P. Morgan
    Applied Scientist Lead
    J.P. Morgan
    New York, Ny, Us
    View
  • J.P. Morgan
    Senior Machine Learning Scientist
    J.P. Morgan
    New York, Ny, Us
    View
  • Jpmorganchase
    Senior Machine Learning Scientist
    Jpmorganchase Jun 2024 - Present
    New York, Ny, Us
    MLCOE NLP Team - Agentic workflow/ tool orchestration, Long-context QA, and synthetic data.
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  • University At Buffalo
    Graduate Research And Teaching Assistant
    University At Buffalo Sep 2020 - Jun 2024
    Buffalo, Ny, Us
    As a RA:- Summer 2022: Working towards my thesis: "Elevating Trustworthiness in Open Domain Conversational Agents".- Spring, 2021, Summer, 2021: Participated in Alexa Prize 4 as a co-lead, our socialbot PROTO earned the 3rd spot in the competition.- Fall 2020: NASA AIST2 Biodiversity annotation project.As a lead TA/ Instructor:- CSE 535 Information Retrieval, Fall 2021- CSE 635 Natural Language Processing and Text Mining, Spring 2021, Spring 2022
    View
  • Tencent Americas
    Nlp Research Intern
    Tencent Americas Aug 2023 - Dec 2023
    Palo Alto, California, Us
    View
  • Amazon
    Applied Scientist
    Amazon May 2023 - Aug 2023
    Seattle, Wa, Us
    Amazon Alexa AI- Used RLHF/RLA(I)F techniques for contextual query rewriting tasks.- Developed a new Contrastive Feedback Learning algorithm which outperforms standard RLHF methods.
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  • Peloria P.B.C
    Applied Scientist
    Peloria P.B.C May 2020 - Aug 2020
    - Social Unrest Prediction for African Countries - python, pyTorch, Apache Solr, SQLDesigned and developed a social unrest prediction system for African countries, funded by the World Bank and UK Government.Build a specialized encoder-decoder based time series classifier trained on ACLED, stock-market, google trends, twitter etc. data. Achieved an average F1 score of 83% for all regions.
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  • University At Buffalo
    Research Assistant
    University At Buffalo Dec 2019 - Apr 2020
    Albany, Ny, Us
    - Workplace Conversation Mining - python, keras, Spacy, sk-learn, xgboost, SQL Wrote several traditional ML and deep learning based classification algorithms which scored workplace conversation transcripts.
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  • Certa (Getcerta.Com)
    Technology Lead, Nlp Platform
    Certa (Getcerta.Com) Dec 2018 - Jul 2019
    Saratoga, California, Us
    Legal text extraction using transformer models
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  • Smatbot - Subsidiary Of Bytequark Solutions
    Technology Lead
    Smatbot - Subsidiary Of Bytequark Solutions Feb 2017 - Dec 2018
    Hyderabad, Telengana, In
    As the founding engineer, I spearheaded building of two products from the ground up. The company served up to 50+ clients during my tenure. Designed and developed vital components, provided customer support extensively, managed different stakeholders, and was also involved in presales.- SmatSocial - python, Javascript, SQL, MongoDB, rabbitMQ, Angular. SmatSocial is a social media marketing automation tool; I directed the development and maintenance of the backend, ETL platform, and the notification engine. - SmatBot - Python, TensorFlow, Keras. SmatBot is an industry-specific chatbot solution developed and supported by a task-oriented domain-specific conversational system. Used RASA-NLU and an in-house ‘Seq2Seq’ architecture to generate chat responses.
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  • Tata Consultancy Services
    Software Developer
    Tata Consultancy Services Sep 2015 - Feb 2017
    Mumbai, Maharashtra, In
    - Developed the Registration, Statements modules for a large auto financing company in the US - used Java, Spring, Hibernate, SQL, Angular, Jenkins.- Developed a telemetry based road condition detection system/ MVP for a large tire manufacturer in India(work done in TCS Innovation Labs) - used python, Java, pyspark, mongodb.
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Souvik Das Education Details

  • University At Buffalo
    University At Buffalo
    Computer Science
  • University At Buffalo
    University At Buffalo
    Computer Science
  • National Institute Of Technology Durgapur
    National Institute Of Technology Durgapur
    Civil Engineering

Frequently Asked Questions about Souvik Das

What company does Souvik Das work for?

Souvik Das works for J.p. Morgan

What is Souvik Das's role at the current company?

Souvik Das's current role is Applied Scientist Lead.

What is Souvik Das's email address?

Souvik Das's email address is so****@****alo.edu

What schools did Souvik Das attend?

Souvik Das attended University At Buffalo, University At Buffalo, National Institute Of Technology Durgapur.

Who are Souvik Das's colleagues?

Souvik Das's colleagues are Christopher Cohane, Mitsuha Sato, Nicole Derosa, Alexandre Pelletier, Mary Green, Nibha Singh, Olga Tsoy.

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