Profile Details

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Hire Dr. Shubhashis Kumar S.

Canada

USD 30 /hr

Freelance Data Analyst. 10+ years of experience in Artificial Intelligence & Data Mining. Expert in R, Python, & Java.

Profile Summary

I have 10+ years of experience in Artificial Intelligence, Machine Learning, Data Mining and Algorithms. I am expert in R, Python, and Java. I have published around 25 international research articles including books, journals, conference papers, and theses. Currently I am working on Saskatchewan data fusion projects.

Subject Matter Expertise

• ★ Data Science
• ★ Data Analysis
• ★ Machine Learning
• ☆ Database Management
• ☆ Algorithm Design
• ☆ Data Mining
• ☆ Artificial Intelligence
• ☆ Java

Services

• Writing
• Research
• Data & AI

Writing Technical Writing

Research Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

Work Experience

Research Assistant, Department of Computer Science

University of Regina, Saskatchewan, Canada

October 2017 - Present

Intern

ISM Regina, Saskatchewan, Canada

October 2017 - January 2018

Sessional Lecturer, Teaching Assistant, Project Assistant

University of Regina, Saskatchewan, Canada

January 2012 - September 2017

Lecturer, Department of Computer Science & Engineering

University of Engineering & Technology, Rajshahi, Bangladesh

June 2008 - December 2011

Senior Software Engineer

Greenland Information Technology, Dhaka, Bangladesh

June 2007 - June 2008

Education

PhD in Computer Science

University of Regina, Saskatchewan, Canada

January 2014 - September 2017

MSc in Computer Science

University of Regina, Saskatchewan, Canada

January 2012 - November 2013

BSc (Engg) in Computer Science & Engineering

University of Engineering & Technology, Rajshahi, Bangladesh

April 2003 - March 2007

Certifications

• Certification details not provided.

Publications

BOOK CHAPTER

A multi-attribute auction mechanism based on conditional constraints and conditional qualitative preferences.

Considering multiple instances of items in combinatorial reverse auctions.

Winner determination in combinatorial reverse auctions.

Winner Determination in Multi-attribute Combinatorial Reverse Auctions.

JOURNAL ARTICLE

A multi-attribute auction mechanism based on conditional constraints and conditional qualitative preferences.

Evolutionary techniques for reverse auctions.

Meeting peak electricity demand through combinatorial reverse auctioning of renewable energy.

Multi-Objective Optimization in Multi-Attribute and Multi-Unit Combinatorial Reverse Auctions.

BOOK

An Approach to Solve MMKP: Using Genetic Algorithm.

Iris Recognition: Matrix Index Distance Method.

CONFERENCE PAPER

An approach to solve winner determination in combinatorial reverse auctions using genetic algorithms.

Combinatorial reverse electricity auctions.

A Genetic Algorithm Based Approach for Solving Optimal Power Flow Problem.

Solving Multidimensional Multiple Choice Knapsack Problem by Genetic Algorithm & Measuring its Performance.

Winner Determination in Multi-Objective Combinatorial Reverse Auctions.

Winner Determination in Multi-Objective Combinatorial Reverse Auctions.

CONFERENCE POSTER

Evolutionary Techniques for Multiple Instances of Items in Combinatorial Reverse Auctions.

Evolutionary Techniques for Multiple Instances of Items in Combinatorial Reverse Auctions.

Qualitative Preference Elicitation in a MAUT-Based Reverse Auction System.

DISSERTATION THESIS

Evolutionary Winner Determination in Advanced Combinatorial Reverse Auctions.

Evolutionary Techniques for Multiple Instances of Items in Combinatorial Reverse Auctions.

Solving Multi-Dimensional Multiple-Choice Knapsack Problem by Genetic Algorithm & Comparing With Some Other Methods.

CONFERENCE ABSTRACT

Multi-Objective Optimization in Multi-Attribute Combinatorial Reverse Auctions.