Hi, I'm Mirzet - Data Analytics Student

Business Information Technology Diploma (Data Analytics Focus)

RRC Polytech

Sep 2020 - Dec 2025

Business-focused IT program with specialization in Data Analytics, covering end-to-end data lifecycle from cleaning and analysis to visualization and insights.

• Languages & Tools: Python, SQL, Excel (advanced formulas, pivoting, lookups), Power BI, Tableau
• Data Skills: Data Wrangling, SQL Queries/Joins, Descriptive Statistics, Dashboard Design & Automation, Data Preprocessing
• Advanced Topics: Introductory Machine Learning, Data Science, Web Development, Database Management Systems

Civil Engineering Technology

RRC Polytech

Aug 2018 - Apr 2019

Comprehensive Civil Engineering Technology Certificate program providing foundational technical knowledge and professional competencies essential for infrastructure and construction projects.

• Core Engineering: Statics and Strength of Materials, Surveying, Technical Graphics, Technical Drafting
• Mathematics & Sciences: Algebra and Trigonometry, Chemistry
• Professional & Safety: Technical Communications, Professional Ethics, WHMIS, General Safety Training, Computer Applications

High School Diploma

West Kildonan Collegiate

Jun 2015

Completed Grade 12 with strong academic foundation.

Agricultural Weather & Crop Price Analysis

Upcoming project analyzing the relationship between weather patterns and agricultural crop prices. Utilizing K-means clustering to identify seasonal patterns, time series analysis for price seasonality detection, and correlation analysis to predict crop price movements based on weather sensor data.

Technologies: Python (Pandas, Scikit-learn), K-means clustering, Time Series Analysis, Correlation Analysis

n8n Data Pipeline & LLM Integration

Upcoming automation project leveraging n8n workflows to discover and catalog new databases. Integrating local LLMs via Ollama to automatically generate comprehensive data dictionaries, enabling data analysts to quickly understand database schemas and accelerate analysis workflows.

Technologies: n8n, Ollama, Local LLMs, Database Discovery, Metadata Generation

Q1 2025 Vessel Movement Analysis

Analyzed 3,600+ vessel assignment records from British Columbia's maritime operations. Built automated data quality checks using Python/Pandas and identified timestamp anomalies affecting 0.11% of records.

Winnipeg Transit App

Python-based application for interacting with the live Winnipeg Transit API. Fetches real-time schedule and stop data, allows user selection, and displays color-coded arrival times based on bus status.

Tech Stack: Python, Jupyter Notebook, API Integration (requests), JSON parsing, colorama

NASA Mars Rover Photo Viewer

Interactive terminal application that fetches Mars Rover data from the NASA API. Features dynamic photo display, user-friendly command-line menu, and image pagination using the Pillow library.

Tech Stack: Python, API Integration (requests), Pillow (PIL), Menu library, Jupyter Notebook

AWS Lambda Standard Deviation Calculator

Cloud-based client-server architecture demonstrating AWS Lambda integration. Calculates standard deviation of datasets using serverless functions with secure credential management and temporary session-based authentication.

Tech Stack: Python, AWS Lambda, boto3, AWS IAM, Serverless Architecture

Flask Math Calculator on AWS EC2

Full-stack web application deployed on AWS EC2. Calculates maximum, average, and standard deviation with a user-friendly web interface. Demonstrates complete workflow for deploying Python applications to cloud infrastructure.

Tech Stack: Python, Flask, HTML/CSS, AWS EC2, Ubuntu Server, SFTP

Google Data Analytics

Google/Coursera

Comprehensive certification covering data cleaning, SQL, R programming, Tableau visualization, and business intelligence. Completed capstone project with real-world dataset analysis.

Data Analysis with Pandas and Python

Udemy

Advanced course focusing on data manipulation, indexing, slicing, and complex boolean operations. Mastered handling large datasets and data cleaning techniques with Python's Pandas library.

Supervised Machine Learning: Regression and Classification

Stanford/Coursera

Deep dive into machine learning fundamentals including linear regression, classification algorithms, gradient descent mathematics, and vectorization using scikit-learn.

CCNA: Introduction to Networks

Cisco

Successfully completed the Introduction to Networks course covering IP addressing, Ethernet protocols, switch and router configuration. Earned 14+ hours of hands-on lab experience using Cisco hardware and Packet Tracer tools.

AWS Academy Graduate - Cloud Foundations

AWS Academy

Completed AWS Academy Cloud Foundations course with foundational understanding of AWS cloud technology, including core services, storage, databases, and networking architectures for cloud infrastructure.