Shabeg Singh Gill

Experience

• 

  IEEE IIIT-Delhi Student Branch

  Aug 2020 - Oct 2021

  • CompSoc Vice-Chairperson

    May 2021 - Oct 2021

  • Activities Coordinator

    Jan 2021 - May 2021

  • Executive Committee Member

    Aug 2020 - Jan 2021
• 

  Punjab Engineering College

  Feb 2021 - Dec 2022

  Undergraduate Researcher

  · Worked on a research paper to detect misinformation, employed an adaptive approach - single domain vs cross domain· Compared the performance of Deep Learning and Machine Learning models in single domain (eg: Healthcare) and cross-domain (eg: Healthcare and National Crisis)· Found DL models to surpass ML classifiers in the case of cross-domain with the highest accuracy of 96.3 F1-score of 95.7 attained in the case of BERT; ML algorithms beat DL models in single-domain· Performed first-of-its-kind research to detect and classify online radical behavior using transformer architectures.· Divided radicalization into mainly 3 categories - political, social, or criminal depending upon the intent and target of the propagator.· Analysed the performance of numerous transformer models and achieved the best results with DistilBERT having an accuracy of 96.3% Show less

• 

  HARMAN India

  May 2021 - Jul 2021

  Software Development Intern

  • Worked on the use case project SmartShop Solutions for Samsung with the aim of enabling customers to buy products through self-checkout• Implemented RFID in order to keep track of the items checked out• Employed the use of Springboot in order to facilitate data transfer from one platform to another. Utilized ApacheAirflow to create and manage data pipelines.

• 

  IIITD Student Senate

  Jun 2021 - May 2022

  Batch Representative
• 

  Chandigarh College of Engineering & Technology (Degree Wing), Panjab University

  Aug 2021 - Jun 2023

  Undergraduate Researcher

  · Examined reasons for the shift to digital media pre and post-COVID-19. Analyzed the influence of the same on the economy and society· Observed average users of digital platforms like Zoom, MicrosoftTeams, Coursera and edX· Analyzed the limitations of the web such as the widespread infodemic, and increasing no. of digital frauds in different states of India.

• 

  Logically

  Dec 2021 - Oct 2022

  Data Science Intern
• 

  Coding Ninjas

  Dec 2021 - Feb 2022

  Technical Writer

  · Created and curated content in the field of Machine Learning for the CodeStudio platform· Published blogs on topics including NumPy, Classification, Scikit-Learn, NaiveBayes

• 

  Indraprastha Institute of Information Technology, Delhi

  Jan 2022 - May 2022

  Advisor: Dr. Rakesh Chaturvedi Convex Optimisation Advisor: Dr. Rajiv Ratn Shah

  • Teaching Assistant

    Jan 2022 - May 2022

  • Undergraduate Researcher

    Jan 2022 - May 2022
• 

  Laboratory for Computational Social Systems, IIIT-Delhi

  Jan 2022 - May 2023

  Undergraduate Researcher

  Advisor: Dr. Md. Shad Akhtar

• 

  Indraprastha Institute of Information Technology, Delhi

  Aug 2022 - Dec 2023

  Advisor: Dr. Tavpritesh SethiTavLab, IIIT-Delhi Advisor: Dr. Jainendra Shukla Course: CSE343, Machine Learning· Conducted weekly tutorials, and managed a class of 100-120 students· Created and evaluated assignments, and examinations and conducted demos/vivas to assess the theoretical as well as practical knowledge of students. Proctored students during quizzes and exams.

  • Undergraduate Researcher

    Jan 2022 - Dec 2023

  • Teaching Assistant

    Aug 2022 - Dec 2022
• 

  Grant Thornton Bharat LLP

  Apr 2024 - Jul 2024

  Summer Trainee
• 

  The Johns Hopkins University

  Aug 2024 - now

  Teaching Assistant

  EN601.467/667 - Introduction to Human Language Technology