Explore My Data Science Portfolio

Discover how I harness the power of data and analytics through machine learning, predictive analytics, and insightful visualizations. Each project is a unique story of challenges met with innovative solutions, crafted to turn complex data into actionable insights.

Note

Shorter excerpt of some of these projects are available on Medium

Shiny Stock Analyzer App

Leveraging Technologies for Production Grade Applications
stocks
shiny
AWS EC2
MongoDB
Docker
In data science, the ability to transform complex analysis into interactive, user-friendly applications (also known as deployment) is crucial. R, with its vast ecosystem of…
Dec 15, 2023
Lucas Okwudishu

Machine Learning for Email Lead Scoring

A Case Study of Predictive Analytics in Marketing
predictive analytics
marketing analytics
machine learning
roi analysis
Businesses face challenges in identifying and prioritizing potential customers and/or identifying the future purchase potential of current customers based on their email…
Dec 2, 2023
Lucas Okwudishu

Advanced Predictive Analytics for Managing Overnight Shelter Capacity

Unifying BigQuery DBT, H2o, and APIs for Social Good
predictive analytics
machine learning
data modeling
My motivation for this project comes from a desire to bridge the gap between academic exercises and real-world applications in data science. While my previous projects…
Nov 2, 2023
Lucas Okwudishu

Predicting Hourly Bike Rentals

In Persuit of Model Accuracy
predictive analytics
machine learning
A data science project to predict hourly bike rentals in the city of Seoul using date and weather seasons. Read analysis write up on Medium
Jul 29, 2023
Lucas Okwudishu

Customer Segmentation & Persona Creation in the Banking Industry

A Case Study Using K-Means Algorithm
customer segmentation
The banking industry struggles with understanding and meeting the diverse needs of customers, resulting in generic marketing approaches to financial product offerings that…
May 13, 2023
Lucas Okwudishu

Strategic Bike Pricing: Harnessing Machine Learning for Market Edge

An Analytic Approach to Competitive Price Modeling in Bike Manufacturing
machine learning
web scraping
shiny
In the competitive bike manufacturing industry, pricing strategies can significantly impact market share and profitability. A hypothetical bike manufacturer faces the…
Nov 2, 2022
Lucas Okwudishu
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