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Nilay Gupta is listed as Masters in AI and Medical Robotics @ Imperial College London | AI Research @ Uniphore, Penn State, ZHAW Switzerland and NIT Patna | NLP and Computer Vision based in London, England, United Kingdom. AeroLeads shows a matched LinkedIn profile for Nilay Gupta.
Nilay Gupta previously worked as AI Scientist at Uniphore and NLP Research Assistant at Zhaw Center For Artificial Intelligence (Cai). Nilay Gupta holds Mres, Medical Robotics And Image Guided Intervention from Imperial College London.
Hey! I'm an AI enthusiast with varied research experiences in the domains of NLP, Computer Vision, Machine Learning and Data Science. Reach out to me for collaborative projects and/or in-depth discussions. ;)
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Bengaluru, Karnataka, India
• Spearheaded the development of a Day Zero text classification pipeline, achieving accuracy and precision of 80% with 5 or less training samples• Reduced the pipeline training time by 98% by finetuning sentence-transformer models using HuggingFace frameworks like PEFT/LoRA and Embetter• Reduced testing times of development and release cycles by 90% by automating manual testing pipeline of model training and GitHub deployment
Winterthur, Zurich, Switzerland
Mentor: Prof. Mark Cieliebak, Professor of NLP, ZHAW School of Engineering• Extracted 10 million tweets using twitter API and created temporal data of each user for radical event prediction• Annotated 200 users into radical, non-radical and turned radical using changepoint detection by density ratio est. algorithm and right leaning dictionary, deployed K-Means clustering to cluster radical and non-radical tweets• Catalogued 4000 projects and 12000 publications of the university’s research database into 10 broad topics and 80 sub topics using topic modelling
University Park, Pennsylvania, United States
Mentor: Prof. Nachiketa Acharya (https://www.linkedin.com/in/nachiketa-acharya-084b84a0/), Assistant Research Professor, ESMAD, PSU• Built Machine Learning models such as Random Forest, XGBoost and Extreme Learning Machine (ELM) to improve existing prediction methods for Monsoon onset over India.• Improved RMSE of predictions to 4.94 using ELM from 5.02 by the PCR model currently being used by the IMD.• Presented poster at Workshop on Knowledge Guided Machine Learning (KGML) 2021, and submitted paper in International Symposium on Tropical Meteorology 2021 and CODS-COMAD 2022
COVID-19 R0 Tracker India at https://bit.ly/rtcovidindia
Activities and Societies: Institution's Innovation Council (IIC-SMIT), D'Coders Coding Club, Inquizitive Quiz Club, Chromatix Music Club.
Activities and Societies: Debate Team, Drama Team, Music Band, Quiz Team, Editorial Team
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Nilay Gupta is listed as Masters in AI and Medical Robotics @ Imperial College London | AI Research @ Uniphore, Penn State, ZHAW Switzerland and NIT Patna | NLP and Computer Vision.
Nilay Gupta is based in London, England, United Kingdom.
Nilay Gupta has worked for Uniphore, Zhaw Center For Artificial Intelligence (Cai), National Institute Of Technology , Patna, Penn State University, and Covid19 R0 Tracker India.
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Nilay Gupta holds Mres, Medical Robotics And Image Guided Intervention from Imperial College London.
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