Eyitayo Odediran - Data Scientist Portfolio

About Me

I am a Data Scientist specializing in leveraging data analytics and machine learning to drive informed decision-making. While my experience includes significant work in sports analytics through Afriskaut and Tayo Stats, my core skills in data manipulation, modeling, and communication are readily transferable to other sectors seeking data-driven insights.

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Automated Player Evaluation System

Python MongoDB Prefect PostGRE SQL

Built ETL pipelines processing 50k+ events/match from NoSQL database
Automated data cleaning and feature engineering workflows
Integrated scouting evaluations with performance metrics

Talent Identification Algorithm

Python scikit-learn FastAPI Pandas Numpy

Automated hyperparameter tuning pipeline
Real-time similar players API deployed on AWS

Internal Scouting Tool

Streamlit Python Plotly Pandas Numpy

Interactive plots for player metrics viewing
Pizza charts for player percentile ranking display
30+ custom KPIs with drill-down functionality
Adopted by scouting team for talent identification

Football Data Science & Analysis Projects

Advanced Passing Network Analysis

Python NetworkX PostGRE SQL Pandas Numpy Matplotlib

Developed centrality metrics for tactical analysis
Automated visualization generation for match reports
Includes a database for storing and querying data.

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Player Progression Effectiveness Model

Python Pandas

Developed a custom metric to quantify a player's ability to move the ball forward efficiently during a match.
The metric is designed to provide a clearer understanding of a player's contribution to offensive build-up, especially in breaking defensive lines.
Incorporated it into detailed visualizations for clubs and analysts to evaluate players in different match contexts.

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General Data Science & Analysis Projects

Production Bottleneck Forecasting

ARIMA Tableau Streamlit

Time series forecasting with 94% accuracy
Anomaly detection system
Real-time dashboard integration

Open App View Dashboard View Code

US Sales Analysis & Forecasting

ARIMA Prophet Streamlit Tableau

Regional sales trend analysis
Inventory optimization recommendations
Interactive scenario planning tool

Open App View Dashboard View Code