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Table of contents
General Information
Full Name | Guneet Singh Kohli |
Zodiac | Capricorn/Aquarius |
Languages | English, Hindi, Punjabi |
Education
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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
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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.
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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
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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
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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
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2021-now
Honors and Awards
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2023-2024 - Served as Program Chairs - First BLP Workshop, EMNLP 2023 - CASE Workshop, EACL 2024 - FigLang, NAACL 2024
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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
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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