data-science-portfolio

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data-science-portfolio

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90+ programming projects in data science, machine learning, and software engineering

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# 🌟 Data Science & Software Engineering Portfolio

### **Computer Science & Statistics Student**

------------------------------------------------------------------------

## 🚀 About Me

I'm a passionate developer and data scientist dedicated to building
intelligent, scalable, and impactful solutions. My work spans machine
learning, statistical modeling, game development, system design, and
algorithmic programming.

I enjoy solving real-world problems with code, exploring AI systems, and
continuously sharpening my technical abilities.

------------------------------------------------------------------------

## 📊 Portfolio Overview

This repository contains **90+ projects** that demonstrate my skills
across:

-   Machine Learning & Predictive Modeling
-   Data Structures & Algorithms
-   Full-stack programming logic
-   Games & simulations
-   Utility automation tools
-   System design & management software

------------------------------------------------------------------------

## 🧠 Technical Skills

### **Languages**

Python, Java, C++, SQL

### **Machine Learning & Data Science**

Pandas · NumPy · Scikit-learn · TensorFlow · Matplotlib · Statistical
Modeling

### **Tools & Technologies**

Git · Docker · Jupyter Notebooks · PostgreSQL · Linux

### **Core Competencies**

Data Analysis · Model Development · Problem Solving · Data
Visualization
Algorithm Design · Software Architecture

------------------------------------------------------------------------

## 📁 Project Categories

### 🤖 **Machine Learning**

-   **Advanced Sales Forecasting** --- Multi-model prediction pipeline
-   **Credit Risk Prediction** --- Financial ML classification
-   **Customer Churn Modeling** --- Retention analytics
-   **Customer Segmentation** --- Clustering & profiling
-   **Dynamic Pricing Strategy** --- Optimization algorithms
-   **Market Basket Analysis** --- Association rule mining
-   **K-Means Clustering** --- Custom implementation with synthetic data

------------------------------------------------------------------------

### ⚙️ **Data Structures & Algorithms**

-   **Advanced BST Algorithms** --- Search, traversal, balancing
-   **Custom Graph Algorithms** --- BFS, DFS, shortest paths
-   **Sorting Algorithm Suite** --- Merge, quicksort, custom sorts
-   **Singly Linked List Implementation** --- Full CRUD operations
-   **Generic Array Structures** --- Dynamic typed arrays

------------------------------------------------------------------------

### 🎮 **Games & Interactive Applications**

-   **Advanced Number Guessing Game** --- Smart difficulty system
-   **Hangman Game** --- Modular and customizable
-   **Casino Gaming System** --- Multi-game architecture
-   **Secret Agent System** --- Text-based adventure engine

------------------------------------------------------------------------

### 💼 **Management & System Software**

-   **Banking System** --- Secure account and transaction logic
-   **Library Management System** --- Catalog + user management
-   **Student Course Management** --- Academic tracking
-   **Vending Machine System** --- Automation + product logic
-   **Wildlife Conservation Tracker** --- Animal & habitat database

------------------------------------------------------------------------

### 🔧 **Utilities & Calculators**

-   **Financial, geometric & scientific calculators**
-   **ASCII / Unit conversion tools**
-   **String & number analyzers**
-   **Automation scripts** --- Web scraping & data processing

------------------------------------------------------------------------

## 📫 **Connect With Me**

-   **Upwork:**
    https://www.upwork.com/freelancers/\~0157b5a3dc71d9c202?mp_source=share\
-   **LinkedIn:** https://www.linkedin.com/in/kione-mjigelo-299a96235\
-   **Email:** kionedave@gmail.com

------------------------------------------------------------------------

### 🌐 *Open to freelance work*

Data Science · Machine Learning · Software Engineering · Automation
Systems

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