shresthadilip - Overview

👋 Hello, World! I’m Dilip Shrestha

🤖 Building smart machines, one neural network at a time | 💻 Full-stack coder | 🔐 Cybersecurity explorer | 🌌 Forever curious

Aspiring Machine Learning & AI Enthusiast

💡 Turning ideas into code, and code into intelligent systems.
🚀 Exploring the realms of Deep Learning, Neural Networks, Generative AI, and practical cybersecurity.

🧑‍💻 What I’ve Done So Far

Software Development:
- Built practical applications including a Scrum Poker app, a PHP MVC framework, and data converters.
- Developed utilities like webspy (Python) for automated monitoring.
Programming Foundations:
- Proficient in Python, Java, C#.NET, ASP.NET, Rust, Golang, JavaScript, and PHP.
- Experienced across web development, system-level programming, and automation scripts.
AI/ML Exploration:
- Studied and summarized key research papers:
  - Attention is All You Need (Transformers)
  - On the Theory of Adversarial Examples
  - Statistical Query Learning
  - ImageNet Classification with Deep CNNs
- Explored adversarial noise, optimization, and control-theory-inspired methods.
- Currently learning PyTorch, TensorFlow, and Hugging Face to bridge theory with practice.
Cybersecurity:
- Created a 30-day cybersecurity curriculum packaged in Docker.
- Hands-on experience in system hardening, network monitoring, and basic penetration testing.
Future Direction:
- Expanding GitHub with ML demos, graph-based experiments, and AI research reproductions.