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Table of contents

General Information

Full Name Guneet Singh Kohli
Zodiac Capricorn/Aquarius
Languages English, Hindi, Punjabi

Education

  • 2022
    Undergraduate
    Thapar Institute of Engineering and Technology, Patiala, India
    • Merit Scholar holder for 4 straight years. Scholarship amount 20000$
    • CGPA 9.63/10.0

Experience

  • 2022 - Present
    Software Engineer, AI and Data Science Team
    GreyOrange Robotics
    • Developed a probabilistic modeling-based Test Harness for Ad-Hoc Testing and Validation of various Bot Task Scheduler Algorithms which reduced the testing time from 5 minutes to under 15 seconds for an Average Size Map for a single scenario.
    • Experimented and applied Tree Based Models to solve the challenge of Rack Cycle Time Calculation in the GreyOrange Launchpad tool which introduced the reduction in error from 45% to 13%.
    • Leading the research and development of Domain model for the MultiBot Task Scheduling Algorithm which will be deployed at sites like H&M, Walmart
    • Tech Stacks involved are Java - Optaplanner, Spring, Pytorch, Streamlit, SQL, AirFlow, Grafana, and InfluxDB.
  • 2022
    Intern
    GreyOrange Robotics
    • Improved the rack presentations of bots by 25% by testing new heuristic functions to optimize tasks' distribution among warehouse robots.
    • Developed simulation software to generate mock problems for testing Task Scheduler made by the AI team of GreyOrange.
    • Tech Stack -> Java [Spring, Optaplanner], Python [Streamlit, Scipy, Statsmodels, Numpy, Pandas]

Research Experience

  • 2022-2023
    Researcher
    AI-NLP-ML Group, IIT Patna
    • Working on Scientific Document Processing under the guidance of Dr. Tirthankar and Dr. Asif Ekbal.
    • 1 Publication at LREC-COLING 2024, 1 Publication at ICADL
  • 2021
    Visiting Researcher
    Alan Turing Institute and Leeds University
    • Using ML Models and techniques, we derived statistical relations between weather conditions and their effects on ASDA Stores LTD, UK.
    • This project was completed as a part of the Data Study Group.
    • Detailed publication of the project can be found [here](https://www.turing.ac.uk/sites/default/files/2022-04/the_alan_turing_institute_data_study_group_final_report_-_asda.pdf)

Open Source Projects

Honors and Awards

  • 2023-2024
    • Served as Program Chairs - First BLP Workshop, EMNLP 2023 - CASE Workshop, EACL 2024 - FigLang, NAACL 2024
  • 2023
    • LLM Fine-Tuning for Low Resource Language - A Case Study on Odia accepted as a poster to the scientific program of AI Day conducted by Finnish Center for Artificial Intelligence
    • Secured funding for developing a prototype that detects grooming conversations and alerts users, enhancing online safety for children.Sanctioned by GitHub and Save the Children
  • 2018-2022
    • Merit Scholarship Holder, Thapar University
    • Was awarded 15000$ worth of scholarships based on consistent academic performance throughout my undergraduate.
    • Awarded EMNLP D&I Grant of $750 to present two workshop papers at Abu Dhabi for EMNLP, 2022
    • Spot Reward worth 350$ received from GreyOrange for Professional performance.
    • Finalist in HackMIT 2020, MIT(Boston,USA)
    • Women Security Android app+hardware support (DIFESA) project's patent got approved by Patent Authority of India (Application No. 202011015064) Filed on 6/04/2020