Umut Gür

Data Analyst | Data Scientist | Mathematician

About

As a Data Analyst, I specialize in both analyzing large datasets for insights and developing predictive models to solve complex data problems. My expertise includes data cleaning, data visualization, and data management, along with machine learning and statistical modeling. I utilize tools such as Python, SQL, and Tableau to transform raw data into actionable insights and predictive solutions. Additionally, I work with big data processing tools and cloud platforms to optimize data-driven decision-making processes.

Work Experience

Boğaziçi AI

September - November 2023

Data Bootcamp

During a 10-week period, we worked on various projects covering topics such as data analysis and data science. In this process, I not only experienced teamwork similar to that in a business environment but also significantly improved my data analysis and data science skills.

Türkiye Buz Hokeyi Federasyonu

March - 2024

Instructor of Ice Skating

For a month, I gave basic skating training at the Beykoz Ice Rink and introduced people to the ice hockey branch.

Mentor Özel Ders
Freelance

2022 - Present

Instructor

I have been teaching high school Math and Physics, as well as English, Calculus, and Physics 101 for about two years.

Education

Boğaziçi University

2018 - 2024

Bachelor's Degree in Mathematics

GPA: 3.11

Skills

SQL

Python

scikit-learn

Pandas

Seaborn

Matplotlib

ETL/ELT

Tableau

Bash

C++

LaTex

Algorithmic Trading

Projects & Certificates

Data Analyst

Certified as a Data Analyst, I have demonstrated expertise in analytic fundamentals, exploratory analysis, data management, and visualization/reporting. This certification validates my ability to perform A/B tests, clean and process data using SQL, analyze data using Python, and effectively communicate insights through dashboards and presentations.

Python

SQL

Exploratory Data Analysis

Data Visualization

Data Management

A/B Tests

Data Scientist Associate

As a certified Associate Data Scientist, I have demonstrated proficiency in data management, exploratory analysis, statistical experimentation, modeling, and data science programming. I also gained skills in communicating actionable insights through reports and dashboards, preparing me for entry-level data science roles.

Data Engineer Associate

Certified as an Associate Data Engineer, I have demonstrated proficiency in data management and exploratory analysis. This certification validates my ability to clean and prepare data using SQL for further analysis, and to understand common methods of working with data to effectively collaborate with data analysts and scientists.

SQL Associate

This certification validates my ability to clean and process data, identify data quality issues, and perform transformations using SQL, as well as calculate metrics and report on data characteristics and feature relationships using PostgreSQL.

AI Fundamentals

Certified in AI Fundamentals, I have demonstrated proficiency in identifying use cases for AI sub-domains, understanding generative AI, constructing prompts for generative AI tools, and explaining the ethical considerations of AI and generative AI solutions.

Google Cybersecurity

This certificate consists of hands-on, practice based assessments and are designed to prepare candidates for entry-level roles in cybersecurity.

Intrusion Detection Systems

Network Security

Network Architecture

Authentication Systems

SIEM Tools

Linux

Bash

Algorithmic Trading

I develop algorithms that scan cryptocurrency exchanges, as well as stock markets such as NASDAQ, NYSE, and BIST, using specific indicators. The latest addition to my project involves training models based on the past six years of daily Bitcoin data.