Sumegh Sen
@sumeghsen
Passionate Data Scientist with expertise in machine learning and NLP.
IndiaWhat I'm looking for
I am a dedicated Data Scientist with two years of industrial experience, specializing in machine learning, data visualization, and natural language processing. My journey began with a strong foundation in Python, which I have leveraged to develop innovative solutions in various projects. At Cloudcraftz Solution Pvt. Ltd, I successfully created an end-to-end backtest engine for high-frequency option trading, optimizing execution time by 66% and achieving an impressive 89% Adjusted R² score in span margin prediction using XGBoost.
My expertise extends to developing sentiment prediction pipelines and multilingual audio conversion products, utilizing advanced technologies such as OpenAI and Whisper models. I am passionate about enhancing transparency in AI through model-agnostic Explainable AI applications and have implemented CI/CD methodologies for seamless deployment on AWS. My commitment to continuous learning and improvement drives me to explore new challenges and contribute to impactful data-driven solutions.
Experience
Work history, roles, and key accomplishments
Data Scientist
Cloudcraftz Solution Pvt. Ltd
Jul 2022 - Present (3 years 11 months)
As a Data Scientist, I developed an end-to-end backtest engine for high-frequency option trading, optimized code for efficiency, and created a machine learning pipeline for margin prediction. I also built sentiment prediction pipelines, multilingual audio conversion products, and an Explainable AI web application, while implementing CI/CD methodologies and GCP-based data ingestion pipelines.
Education
Degrees, certifications, and relevant coursework
University of Kalyani
Master of Science, Data Science
2020 - 2022
Grade: SGPA - 9.083
Completed a Master of Science in Data Science, focusing on advanced data analysis techniques, machine learning, and statistical modeling. Achieved a strong academic performance with a SGPA of 9.083.
Visva Bharati University
Bachelor of Science, Statistics
2017 - 2020
Grade: CGPA - 7.60
Pursued a Bachelor of Science in Statistics, gaining foundational knowledge in statistical methods, data analysis, and research techniques. Graduated with a CGPA of 7.60.
Availability
Location
IndiaAuthorized to work in
Job categories
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