Guneet Singh Kohli

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AI Scientist: GreyOrange

GSoC’22: CERN

Ex-Visiting Researcher: Alan Turing Institute

Building Sanskriti Bench

Technical Mentor: Omdena

Independent Researcher

Hey, How you doing. I am Guneet Singh, an AI Scientist at GreyOrange in the morning and Independent Researcher at night. I completed my undergraduate last year in July 2022 in Computer Engineering from Thapar University, India. Since 3rd of year of my college I have been collaborating with different Professors on various domains of AI.It wasnt an easy journey because my college didnt had a research culture for undergrad students especially in NLP. I had to work a lot on my own looking for right people with whom I could work with. This is one the of reason why I got a chance to work in different fields and gain valuable experience about AI as a whole. Formally I have experience with Natural Language Generation, Inference, Multimodal and Multilingual systems. My direction now is to move towards AI for Social Impact using my knowledge and parallely understand the behaviours and functioning of Large Language Models. I am currently looking for PhD opportunities and would be happy to connect.

Research Goals and directions:

  • Multilingual, Low Resource user modelling and role playing through alignment
  • Social Engineering capabilities of LLM.
  • I aim to develop a framework called Synthetix Minds, which emphasizes the synthetic integration of multiple intelligent agents to create a unified cognitive system.
    • The Synthetix mind will be a collective group of agents debating on a given factual response. Through communication and implicit feedback, these models aim to decrease uncertainty. Datasets related to figurative Languages and Common sense reasoning would be used to benchmark the Synthetix Mind’s decision-making capabilities. Hence, it opens avenues for future exploration across various permutations and combinations.

Rest if I am not working I am collecting books, hitting gym, playing badminton or cafe hopping. When I am stressed and mentally exhausted you can find me cooking. After my retirement I will definitely like to open up my Restro where I experiment with food just like currently I am experimenting with AI. I am open to suggestions about your favourite dishes

news

Aug 1, 2024 Invited as a Guest Lecturer at DIT University, Dehradun. Will be teaching and dicussing about Human Computer Interaction with upcoming Design Students :sparkles: :smile:
Jun 1, 2024 Paper titled “Building a Llam2 Finetuned LLM for Low-Resource Odia Language” released. You can read the paper here
May 28, 2024 Sanskriti Bench Featured in Analytics India Magazine!!! Check out my interview here
May 28, 2024 Launched cultural alignment project for Indian Languages called Sanskriti Bench. The project has been launched in collaboration with HuggingFace. More details can be found here
Oct 1, 2023 Save the Children and Github funds my project!! Will receive 14000$ to start the development of AI for Child Safety :sparkles: :smile: