Tathagata Raha
ML Research Associate at G42- Claim this Profile
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Bio
Credentials
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Neural Networks and Deep Learning
CourseraJul, 2020- Nov, 2024 -
Machine Learning
CourseraJun, 2020- Nov, 2024 -
Computer Vision Basics
CourseraMay, 2020- Nov, 2024 -
Databases for Developers
OracleJan, 2019- Nov, 2024
Experience
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G42
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United Arab Emirates
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IT Services and IT Consulting
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500 - 600 Employee
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ML Research Associate
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Mar 2023 - Present
AI and Applied Sciences Team AI and Applied Sciences Team
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International Institute of Information Technology Hyderabad (IIITH)
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India
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Higher Education
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700 & Above Employee
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Undergraduate Student Researcher, Information Retrieval and Extraction Lab
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May 2020 - Present
Currently working on a project to point out semantic mismatches in text and explain them Previously worked on depression detection and modeling in social media as a part of Project Angel, explainable fake news detection, and detection of hate speech in a multilingual setting. Published multiple papers in reputed workshops and conferences. Can be viewed in my Google Scholar page. Currently working on a project to point out semantic mismatches in text and explain them Previously worked on depression detection and modeling in social media as a part of Project Angel, explainable fake news detection, and detection of hate speech in a multilingual setting. Published multiple papers in reputed workshops and conferences. Can be viewed in my Google Scholar page.
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Scaler
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India
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E-Learning Providers
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700 & Above Employee
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Machine Learning Teaching Assistant
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May 2022 - Aug 2023
Current role includes but is not limited to: teaching Data Science and Machine Learning/Deep Learning concepts, solving doubts in programming questions, taking mock interview sessions, and evaluating assignments. Current role includes but is not limited to: teaching Data Science and Machine Learning/Deep Learning concepts, solving doubts in programming questions, taking mock interview sessions, and evaluating assignments.
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Adobe
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United States
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Software Development
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700 & Above Employee
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Research Intern
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May 2022 - Jul 2022
Implemented an Unsupervised Document Grounded Dialogue Bot to answer queries after retrieving relevant knowledge sentences. Designed a graph-based approach to capture various inter-dependencies between dialogue utterances and knowledge sentences, model the flow of the conversation and account for the structure of the document while selecting relevant knowledge sentences. Ran experiments with BERT embeddings similarity and TF-IDF-based edge weights in the graph and trained Node2Vec-based node embeddings to achieve a median rank 7 for selecting relevant knowledge sentences. Show less
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Aided
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India
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Information Technology & Services
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1 - 100 Employee
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Full Stack Developer
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Jan 2020 - May 2020
Worked on building a web app for day-to-day management of Child Development Centres. Tech Stack: Used ReactJS for frontend, Django for backend, and MongoDB for database management. Worked on building a web app for day-to-day management of Child Development Centres. Tech Stack: Used ReactJS for frontend, Django for backend, and MongoDB for database management.
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Jadavpur University
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Higher Education
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700 & Above Employee
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Research Intern
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May 2019 - Jul 2019
Developed a POS-tagger for English-Bengali code-mixed data Developed a POS-tagger for English-Bengali code-mixed data
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Education
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2018 - 2023
International Institute of Information Technology
Bachelor of Technology - BTech, Computer Science -
Ramakrishna Mission Vidyalaya
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