This repository is a GitHub-ready portfolio of completed coursework, project repositories, and certificates from the Master’s Degree in Artificial Intelligence program. It is designed as a static Markdown showcase: each course page links to completed project repositories, displays the converted course certificate, and summarizes the project work in portfolio-ready language.
| Metric | Count |
|---|---|
| Completed courses | 16 |
| Linked GitHub project repositories | 54 |
| Displayed certificate images | 23 |
| Course certificate images | 16 |
| Other Udacity certificate images | 6 |
| Master certificate image | 1 |
The original certificate PDF is not stored in this repository. It is displayed here as a GitHub-friendly image converted from the first page of the local certificate PDF.
This portfolio spans applied AI programming, classical machine learning, deep learning, generative AI, agentic AI systems, cloud data engineering, AWS machine learning operations, healthcare AI, natural language processing, computer vision, and self-driving car foundations.
The work includes supervised and unsupervised learning, CNN image classification, GAN and CVAE generative modeling, retrieval-augmented generation, multi-agent orchestration, Redshift and Cassandra data modeling, Airflow ETL, SageMaker deployment workflows, medical imaging pipelines, sequence modeling, speech recognition, SLAM, route planning, and traffic-light perception.
The portfolio includes 54 linked GitHub repositories across 16 completed courses. Each course page contains a concise course summary, the completed project table, and detailed project cards with high-level goals, technologies used, and implementation scope.
The capstone page highlights the Soybean Crop Intelligence system, an end-to-end crop AI assistant that combines dataset preparation, computer vision model training, super-resolution, local resource retrieval, and chat-based inference for farmer-facing recommendations.
- Master’s Degree in Artificial Intelligence Certificate
- AI Programming with Python Certificate
- Introduction to Machine Learning with Pytorch Certificate
- Data Analyst Certificate
- Statistics for Data Analysis Certificate
- Deep Learning Certificate
- Generative AI Certificate
- Agentic AI Certificate
- Data Engineering with AWS Certificate
- AWS Machine Learning Engineer Nanodegree Certificate
- Data Scientist Certificate
- AI for Healthcare Certificate
- Intermediate Python Certificate
- Natural Language Processing Certificate
- Computer Vision Certificate
- Introduction to Self-Driving Cars Certificate
- Capstone project Certificate
- Other Udacity Certificates
.
├── README.md
├── courses/
│ └── <course-slug>/
│ └── README.md
└── certificates/
├── images/
│ ├── master-degree-certificate.png
│ └── <certificate-name>.png
└── other/
└── README.md
- Original certificate PDFs are not stored in this repository.
- Certificate PDFs are converted to images for GitHub-friendly display.
- Only completed courses are included.
- Source spreadsheet files are not stored in this repository.
- Project repositories are linked only; source code from those repositories is not copied into this showcase.