Portfolio-Projects

Portfolio Projects

Welcome to my portfolio repository! This repository showcases 22 projects demonstrating my expertise in machine learning, data visualization, automation, and advanced analytics. Each project folder contains a detailed breakdown of the challenges addressed, solutions implemented, technologies used, and the resulting impact.

Project Structure

Each project folder includes the following subfolders:

• code/: Scripts or code implementations.
• visuals/: Screenshots, graphs, and other visuals related to the project.
• documentation/: Detailed project descriptions and supporting materials.

Project List

Below is a list of all the projects included in this portfolio:

1. Deep Learning-Driven Comparative Analysis of Pre-trained CNNs and Transformers
2. Pedestrian Light Indicator Classification
3. TV Aerial and Satellite Dish Detection Using YOLOv7 and YOLOv8
4. Income Benchmark Prediction Using Decision Trees and SVM
5. Employee Attrition Analysis Using Clustering Algorithms
6. Yelp Sentiment Analysis
7. Fault Detection in Industrial Systems Using Machine Learning
8. Automating Spotfire Dashboard Exports to PowerPoint
9. Python-Based Gmail API Automation
10. Custom Spotfire Visualizations
11. Custom Python Image Processing Tool
12. Advanced Topic Modeling for Renewable Energy Articles
13. Sentiment Analysis Using Pre-Trained Embeddings
14. Python Automation for CSV Data Transformation
15. Spotfire Accordion Menu for Advanced Filters
16. Automating Fault Detection in Industrial Systems
17. Python Script for PowerPoint Automation
18. Employee Attrition Analysis with K-Means Clustering
19. Economic Sensitivity Analysis with Spotfire Data Functions
20. Automating Gmail Workflows with Python
21. Carbon Emissions Dashboard with Spotfire
22. Data Visualization Training

How to Navigate

Click on the links above to access the specific project folders. Each folder contains:

• Detailed project descriptions in the documentation/ folder.
• Source code in the code/ folder.
• Visuals such as charts, graphs, and screenshots in the visuals/ folder.

About Me

I am a Senior Technical Consultant & Lead Developer with over 11 years of experience in data science, machine learning, and business intelligence. This portfolio showcases a blend of industry projects and academic research, demonstrating my ability to solve complex problems using innovative, data-driven solutions.

Feel free to explore and reach out if you have any questions or collaboration opportunities!