🤖 Artificial Intelligence Projects

A collection of Artificial Intelligence and Machine Learning projects focused on developing practical AI systems, understanding core concepts, and implementing solutions from scratch using Python, PyTorch, OpenCV, and Machine Learning techniques.

This repository showcases projects ranging from Computer Vision applications to Large Language Models (LLMs), demonstrating both theoretical understanding and hands-on implementation skills.

---

📑 Index

1. 📖 Repo Overview
2. 🎯 Objectives
3. 🧠 Projects Included
4. 🛠️ Technologies Used
5. 📂 Repository Structure
6. 🏆 Key Skills Demonstrated
7. 🔮 Future Projects

---

📖 Repo Overview

This repository contains a collection of Artificial Intelligence projects covering multiple domains such as:

• Computer Vision
• Deep Learning
• Natural Language Processing (NLP)
• Large Language Models (LLMs)
• Model Training & Deployment

Each project is designed to provide practical experience with AI concepts while emphasizing implementation from scratch wherever possible.

---

🎯 Objectives

The primary goals of this repository are:

• Build AI applications from scratch.
• Understand core machine learning and deep learning concepts.
• Gain hands-on experience with real-world datasets.
• Explore Computer Vision and NLP techniques.
• Implement modern AI architectures such as Transformers and GPT models.

---

🧠 Projects Included

• 🧾PROJECT1. Face Detection with Custom Database
• 💰PROJECT2. GPT-Style LLM from Scratch
• 🤖PROJECT3. Personal portfolio AI Assistant

---

🛠️ Technologies Used

Programming Languages

• Python

Libraries & Frameworks

• PyTorch
• OpenCV
• NumPy
• Pandas
• Matplotlib
• Tiktoken

AI Domains Covered

• Computer Vision
• Deep Learning
• Natural Language Processing
• Large Language Models

---

📂 Repository Structure

Artificial Intelligence Projects/
│
├── Face Detection with Custom Database/
│
├── LLM from Scratch/
│
└── README.md

---

🏆 Key Skills Demonstrated

• Deep Learning
• PyTorch Development
• Transformer Architecture
• Large Language Models
• Computer Vision
• Face Recognition
• NLP
• Model Training & Evaluation
• Data Processing
• Problem Solving

---

🔮 Future Projects

Planned additions to this repository:

• Fine-Tuned LLMs
• RAG (Retrieval-Augmented Generation)
• AI Agents
• Vision Transformers (ViT)
• Multimodal AI Systems
• Reinforcement Learning Projects

---

🙌 Conclusion

This repository serves as a collection of Artificial Intelligence projects aimed at strengthening practical AI skills through hands-on implementation. Each project focuses on understanding the underlying concepts while building complete end-to-end solutions using modern AI technology.

---

📇 Author

Anil Reddy Perugu💝

📧 Email: peruguanilreddy6@gmail.com

📍 Feel free to reach out for queries, suggestions, or collaborations!