Data Scientist, Data Analyst

Reza Sadoughian, MASc, Last BSc Updated on **th May 2023

604-***-**** ****.**********@*****.***

SKILLS

QUALIFICATION HIGHLIGHTS

Fundamentals of Machine learning.

Applied mathematics:

• Operational research.

• Statistics.

• Optimization.

Problem-solving skills and the ability to

logically express solutions and analyses.

Self-motivated and able to work and learn

independently.

Visualization tools and data spreadsheets

with R, Python and Excel.

PROGRAMMING AND DESIGN

LANGUAGES

Python

Java

R

SQL

REST API in Flask.

TOOLS

Git and Github

Amazon Web Services

Jupyter Notebook

R Markdown

RShiny

Power BI

Enterprise Resource Planning (ERP)

PROFESSIONAL EXPERIENCE

UNIVERSITY OF BRITISH COLUMBIA Research Assistant 2014 – 2022 Vancouver, Canada

Projects:

• Semi-Symmetric Matrix Decomposition implemented with Python and Macaulay2: Conducted research on the problem of semi-symmetric matrix decomposition that has application in machine learning such as in matrix completion or topic modeling. Deduced an algorithm to find a close semi-symmetric matrix to a given matrix and implemented in Python and Macaulay2.

• Project with Java: Implemented an application on Java to manage inventory of stores. Users can add and remove items or change features of items (such as quantity, price, etc.). Used JTable class to display inventory. https://github.com/sezar543/Java-project

• Data Analysis project with RStudio: data manipulation with dplyr, graphing with ggplot2, Tidy data, model fitting with linear regression, version control.

https://github.com/sezar543/Stat545a

• RShiny application: created an RShiny application that gives a few options (price, alcohol content, and product name) to filter the data of liquor stores and it visualizes results in a table or a plot. https://github.com/sezar543/Stat545b

UNIVERSITY OF CONCORDIA Research Assistant

2012 Montreal, Canada

• Performed research and developed an algorithm to verify correctness of the Birch and Swinnerton-Dyer conjecture (a Millennium Prize Problem) in a more general setting and implemented it on an open-source mathematics software system, called SAGE, and computed many new instances of the conjecture. INRIA Researcher in Applied Mathematics

2010 Sophia Antipolis, France

• Created and implemented in C++ generalized Midpoint Method and Newton’s Method in order to solve symmetric tensors decomposition.

• Applied a comparison metric for methods’ evaluation.

• Wrote an essay explaining the problem, the two algorithms with few examples testing the algorithms.

RAYAVARAN Research Assistant

2012 Montreal, Canada

• Performed research and developed an algorithm to verify correctness of the Birch and Swinnerton-Dyer conjecture (a Millennium Prize Problem) in a more general setting and implemented it on an open-source mathematics software system, called SAGE, and computed many new instances of the conjecture. 1

COURSES

UBC

• Advanced Machine Learning

• Machine Learning

• Intermediate Algorithm Design and

Analysis

• Applied Machine Learning (with Python)

• Machine Learning and Data Mining

• Methods for Statistical Learning (with R)

• Introduction to Statistical Inference

(with R)

UDEMY

• REST APIs with Flask and Python

• PyTorch for Deep Learning and Com-

puter Vision

• Ultimate AWS Certified Solutions Archi-

tect Associate

TEACHING EXPERIENCE

UNIVERSITY OF BRITISH COLUMBIA Teaching Assistant 2014 – 2020 Vancouver, Canada

• Instructor of Math 105, Integral Calculus with Applications to Commerce and Social Science.

• Conducted lectures, graded exams and assignments: Linear Algebra, Introduction to Number Theory, Mathematical Modeling, Elementary Differential Equations.

• Computer labs for course Mech 221, Differential Equations for Engineers. Provided lab support for 15 students to accomplish their programming assignments and projects in MATLAB. EDUCATION

UNIVERSITY OF BRITISH

COLUMBIA

Master of Science (MSc)

Applied Mathematics, Specializing in Algebraic Statistics 2019 – 2022 Canada, Vancouver

UNIVERSITY OF BRITISH

COLUMBIA

PhD Candidate (did not complete)

Pure Mathematics

2014 – 2019 Canada, Vancouver

Specializing in Algebraic Number Theory

UNIVERSITY OF PADOVA,

CONCORDIA UNIVERSITY

ALGANT joint program in pure Mathematics, Specializing in Algebraic Number Theory

2010 – 2011 Padova, Italy

2011 – 2012 Montreal, Canada

SHARIF UNIVERSITY OF,

TECHNOLOGY

Bachelor of Science: Industrial Engineering

2000 - 2006 Tehran, Iran

2

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