Utkarsh Agarwal

Experience

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  Unmesh Mashruwala Innovation Cell

  Oct 2018 - Sept 2019

  Technical Team Member
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  EJET Systems

  Apr 2020 - Jun 2020

  Machine Learning Intern

  Chatbot & NLP engine POC for the HR use case, Sona.AI• Worked to develop our own NLP engine by utilising intent classification and entity recognition methods• Anti-depression: Implemented an approach based on Cognitive Behavioural Therapy using neural modelsfor sentiment analysis to timely detect and help mitigate workplace stress• Developed chatbots on Google Dialogflow with webhook integration for employee onboarding, surveys and trainingsHiring process automation• Resume shortlisting: Classify resumes as (Accepted, Rejected or Wait-list) as per the job opening by capturingthe professional progression and experience as information vectors and applying Bi-RNNs and LSTMs• Video resume analysis: Implemented a CNN solution to score a candidate based on standard soft skills• Explored possibilities to evaluate the Big 5 personality traits of a person from audio and transcript data Show less

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  Huawei Technologies India

  May 2021 - Jul 2021

  Summer Research Intern

  Advertisement Composition Network — Ad Creative Team, Open Platform• Worked on proposing an automated solution to the problem of creative Ad Composition from input assets• Reviewed and validated 10+ CV research papers from ResNets to GANs and validated the results during the literature review• Presented an extensive blog post review to senior researchers about fast ResNet training from Myrtle.ai• Proposed a complex novel multi-stage GAN model for the problem, working actively on a patent proposal• Acknowledged as the Top Intern among a pool of 6 students after the Biweekly Review presentations Show less

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  Microsoft

  Aug 2022 - now

  Research Fellow