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soumikdas25 has not earned any certificates yet.
Work Experience
Data Scientist
Servus Credit Union• May 2019 - January 2020
• Supported a project “Sentiment Analysis for Financial Fitness (SAFF)” from early to advanced stages, collaborated with a team of three interns led by a technical lead and a professor from University of Alberta. • Collected, analyzed and visualized large financial or transactional data and prepare training data. • Executed exploratory data analysis and preprocessed training data for Machine learning model. • Applied Natural Language Processing and sentiment analysis of text data generated from a chatbot. • Improved existing ML model through hyperparameter tuning and supplied backend outputs to frontend. • Handled MongoDB database, inserted, updated, deleted and performed autocorrection of real-time captured data.
AI Developer
SafeContact Solutions Inc• September 2018 - December 2018
• Contributed in a project with four other interns led by a technical lead also project specific data provided. • Generated, Preprocessed, Augmented image dataset gathered from real environment. • Preprocessed and removed noise of the dataset, tuned ML parameters to increase accuracy. • Trained and tuned machine learning model using ML framework Tensorflow.
Education
University of Alberta
Computer Science, MS• September 2018 - January 2020
Ahsanullah University of Science & Technology
Computer Science & Engineering, BS• October 2011 - January 2016