Lecture Series
The Purpose of This Development
“Since becoming a Staff Engineer, I’ve been working a lot more with planners and engineers who don’t code. I realized they’re actually really keen on using AI for automation. I’ve been trying to help them learn bit by bit, but honestly, teaching the basics is harder than it looks. That’s why I decided to start documenting everything properly.”
Home Page : Web Site
AI & Machine Learning
Building the next generation of intelligent systems using LLMs and Agentic workflows.
- AI Agent: Autonomous systems that can reason and act.
- Education Assistant: Our flagship project featuring Hybrid AI (Gemini + Local Ollama).
- AI-Augmented Development: Using AI to accelerate the software development lifecycle.
- AI Security: Protecting AI models and using AI for incident response.
- Vertical RAG: Specialized Retrieval-Augmented Generation for industry-specific data.
Python Class
A comprehensive journey from the basics to advanced office automation and cybersecurity.
- 00. Pre-courses: Environment setup, PyCharm, and troubleshooting.
- 01. Data Collector: Learning to gather data via APIs (yfinance, Binance) and Scraping (Premier League, Weather).
- 02. Web Development: Building backends with FastAPI and frontends with Node.js.
- 04. Office Automation: Automating Jira, Conference controls, and SMTP email services.
- 08. Cybersecurity: Implementing authentication, encryption, and network scanners.
Cybersecurity
Modern security strategies for enterprise and personal digital defense.
- Enterprise Cybersecurity Strategy: Zero Trust, Cloud Security, AI Governance
- Personal Digital Defense & Privacy: Identity Protection, Anti-Fraud, Smart Home Security