Shantanu Ghosh
Graduate Teaching Assistant at Boston University Dept. of Electrical & Computer Engineering- Claim this Profile
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English Full professional proficiency
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Hindi -
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Bengali -
Topline Score
Bio
Credentials
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Structuring Machine Learning Projects
deeplearning.aiDec, 2019- Nov, 2024 -
Convolutional Neural Networks
deeplearning.aiNov, 2019- Nov, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
deeplearning.aiNov, 2019- Nov, 2024 -
Mathematics for Machine Learning: Linear Algebra
deeplearning.aiOct, 2019- Nov, 2024 -
Mathematics for Machine Learning: Multivariate Calculus
deeplearning.aiOct, 2019- Nov, 2024 -
Neural Networks and Deep Learning
deeplearning.aiOct, 2019- Nov, 2024 -
Python Data Science Toolbox (Part 1) Course
DataCampNov, 2018- Nov, 2024 -
Python Data Science Toolbox (Part 2) Course
DataCampNov, 2018- Nov, 2024 -
Intermediate Python for Data Science Course
DataCampOct, 2018- Nov, 2024 -
Intro to Python for Data Science Course
DataCampOct, 2018- Nov, 2024 -
ComEx - PRAXIS Program
CognizantMar, 2014- Nov, 2024 -
Banking and Financial Services - L0
CognizantJun, 2013- Nov, 2024 -
Java and J2EE Summer Trainning
National Council of Vocational TrainningJun, 2011- Nov, 2024 -
Rdbms concepts with Oracle
IBMDec, 2010- Nov, 2024
Experience
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Boston University Dept. of Electrical & Computer Engineering
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United States
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Higher Education
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1 - 100 Employee
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Graduate Teaching Assistant
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Sep 2023 - Present
Lead TA for the course Introduction to Software Engineering (EC 327).
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Graduate Research Assistant
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Jan 2023 - Present
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University of Pittsburgh
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United States
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Higher Education
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700 & Above Employee
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Graduate Student Researcher
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Aug 2021 - Dec 2022
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University of Pittsburgh School of Computing and Information
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United States
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Higher Education
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1 - 100 Employee
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Research Systems Analyst
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May 2021 - Aug 2021
Conducting research in Explainable AI, Causal Inference, and Medical Imaging under the supervision of Dr. Kayhan Batmanghelich and Dr.Sofia Triantafillou @Batman Lab in Pitt SCI. Conducting research in Explainable AI, Causal Inference, and Medical Imaging under the supervision of Dr. Kayhan Batmanghelich and Dr.Sofia Triantafillou @Batman Lab in Pitt SCI.
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University of Florida
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United States
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Higher Education
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700 & Above Employee
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Graduate Research Assistant - FICS Research Lab
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Jan 2021 - May 2021
Conducted research in explainable AI and robustness under Dr Kevin Butler and Dr Mattia Prosperi in Florida Institute for Cybersecurity(FICS) Research Lab. My research spans over the intersection of Causal Inference and Deep Learning and has been published as a oral presentation for AMIA'22 Symposium.
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Graduate Assistant - Data Intelligence Systems (DISL) Lab
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Feb 2020 - Jan 2021
Conducted research in the area of Causal Inference in Data Intelligence Systems Lab (DISL) under the supervision of Dr. Prof Mattia Prosperi of the department of Epidemiology at the University of Florida. - Our paper "Causal AI with Real-World Data: Do Statins Protect From Alzheimer’s Disease Onset?" is accepted at the International Conference on Medical and Health Informatics (ICMHI), 2021 - Our paper "Deep Propensity Network using a Sparse Autoencoder for Estimation of Treatment Effects" is accepted at the Journal of the American Medical Informatics Association, 2021 - Our paper "Propensity Score Synthetic Augmentation Matching using Generative Adversarial Networks (PSSAM-GAN)" is accepted at the Journal of Computers Methods and Programs in Biomedicine Update. Show less
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Independent Researcher - Multimedia Communications and Networking Laboratory (MCN) Lab
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Feb 2020 - May 2020
Conducted research to classify textures using Multitask Learning in the area of Computer Vision in Multimedia Communications and Networking Laboratory (MCN) under the supervision of Dr. Prof Dapeng Oliver Wu of the Department of Electrical & Computer Engineering at the University of Florida.
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Lexmark
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United States
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Information Technology & Services
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700 & Above Employee
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Software Engineer
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Oct 2016 - Jul 2019
Role: Senior Developer Skills: C#, Rest API, Angular, HTML, JavaScript, TypeScript, CSS, Bootstrap, Node Js, SQL Server 2014 Product: Publishing Platform For Retail(PPR) Responsibilities: • Senior software developer of Publishing Platform for Retail(PPR) and developed InStore Publisher component(ISP) of PPR. • Worked as a UI developer using Angular, Bootstrap, HTML5, CSS and performed unit testing using Jasmine/Karma Framework. • Perform requirement analysis and create and update Technical Design Documents and Functional Specifications Documents. • Active participation in 2 major releases. • Provide support during the User Acceptance Testing phase by analyzing and then coding and working on any required changes. Show less
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Cognizant
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United States
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IT Services and IT Consulting
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700 & Above Employee
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Associate - Projects
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Apr 2016 - Sep 2016
Role: Full Stack Sr. DeveloperClient: Wells FargoProject: Wells Fargo Domain Services and Customer Center OptimizationSkills: C#, .Net 4.0/4.5.2, HTML, JavaScript, CSS, Bootstrap, Oracle 10gResponsibilities:• Worked as an Application developer for the project Wells Fargo Domain Services and Customer Centre Optimization.• Developed WCF web services in Contract First Approach to provide secure communication between different In-house applications and the reporting platform of Wells Fargo.• Developed Web services in Service Oriented Architecture (SOA) using C# .Net 4.0/ 4.5.2, Oracle Client 11g.• Performed stringent code review using DEV PARTNER and unit testing using Soap UI5.3 and Moq (Mock) Framework.• Perform requirement analysis and create and update Technical Design Documents and Functional Specifications Documents.• Coordinated with various other teams forIntegration Testing and Production Deployment. • Provided production support as required.• Trained C# and Oracle to the new recruits in the Cognizant Academy. Show less
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Programmer Analyst
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Mar 2013 - Mar 2016
Role: Full Stack DeveloperClient: Wells FargoProject: Wells Fargo E Brokerage Intranet AppsSkills: C#, .Net 4.0/4.5.2, SOA, WCF, Angular Js,HTML, JavaScript, CSS, Bootstrap, Oracle 10gResponsibilities:• Worked as an Application developer for the project Wells Fargo E Brokerage Intranet Apps.• FULL STACK developer for 1EXF(Excellence First) Web Application using Oracle 10g, C# .Net 3.5/4.0, JQ Grid, Angular Js, HTML, CSS, Bootstrap.• Built the 1EXF Batch application architecture using C#, Unity Framework Dependency Injection, and Interception.• Provided production support as and when necessary. Show less
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Education
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Boston University
Doctor of Philosophy - PhD, Electrical Engineering -
Carnegie Mellon University
PCHE Cross-Registered Machine Learning Department, Robotics -
University of Pittsburgh
Doctor of Philosophy - PhD, Artificial Intelligence -
University of Florida
Master of Science - MS, Computer Science