Utkarsh Saboo
Machine Learning Scientist @SS&C Technologies
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WORK HISTORY
Machine Learning Scientist @SS&C Technologies
Toronto, ON, CA
Identified and rectified anomalies in P&L incurred in funds, employing sophisticated data analysis techniques to ensure accuracy and reliability in financial reporting- Built dockerized ML and ETL pipelines triggered by kaka and FastAPI end-points to fetch raw data from database, preprocess it, engineer features, and apply anomaly detection process to identify anomalies- Leveraged OpenAI API and Large Language Models (LLMs) like GPT, Llama, Falcon and Vicuna to provide insightful explanations of price movements, thus, enriching team\'s analytical capabilities, offering a deeper understanding of market dynamics to business teams to review performance of the funds- Refined the trade verification process, integrating advanced technologies to automate and streamline operations, improving the precision of trade settlements and minimizing errors- Implemented automated, scheduled processes to substantially reduce the risk of operational errors and enable early detection and resolution of potential issues, safeguarding the organization\'s integrity and operational resilience.
EDUCATION
Maheshwari Public School
Physics, Chemistry and Maths
The University of British Columbia
Master of Data Science - Computational Linguistics
Vellore Institute of Technology
Bachelor of Technology - BTech
ABOUT UTKARSH SABOO
As a Deep Learning and NLP enthusiast, I\'m working towards improving my skills, knowledge and understanding of how the \"deep\" world works. I have a strong programming background of over eight years. Starting with my journey on Deep Learning over four years ago, I have been intensively learning about current state-of-the-art DL concepts. I\'m excited about how ChatGPT changed the world and triggered so much interest in Large Language Models, and am keen to learn the extent to which it can further evolve! Armed with a Bachelor\'s in Computer Science and Master\'s in Data Science with Computation Linguistics, I\'m currently standing at the door of cutting-edge technologies like the Attention Model and Transformers, and with real-world experience with LLM models such as GPT and Vicuna, I\'m looking for novel ways in which these can be applied in various domains. I specialize in Deep Learning and NLP, and other frameworks such as PyTorch and HuggingFace Transformers. A bit on the personal end - I\'m an active Japanese learner and I love networking. I\'d call myself adept and curious, and am fond of trying out new things. Never say no to an opportunity! A challenge? I\'m up for it!
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