Technical Focus
Structured breakdown of what I work with, organized by domain.
Python Foundations
The core language skills that everything else is built on.
- Clean syntax and idiomatic patterns
- Scripting for automation and data processing
- Logical problem-solving and algorithm design
- File I/O, string manipulation, data structures
- Error handling and defensive coding
Automation
Making machines do repetitive work accurately and consistently.
- HTTP request automation (requests, httpx)
- Data extraction, transformation, and loading
- Task scheduling and workflow orchestration
- API interaction and response parsing
- File processing and batch operations
Web Interaction
Programmatic control over how I interact with web applications.
- Form submission and input automation
- Endpoint testing and response analysis
- Session handling and state management
- Cookie management and authentication flows
- Headless browser automation
Security Mindset
Thinking about what can go wrong before writing the first line.
- Input validation and sanitization
- Secure coding patterns and safe data handling
- Understanding injection, XSS, and SSRF vectors
- Attacker perspective for testing and review
- Defensive design in tool architecture
Tooling I am building toward
The categories of tools that combine everything above into real output.
Bots
Automated agents that interact with platforms, collect data, or perform scheduled actions. Discord bots, posting bots, monitoring scripts.
Scanners
Tools that crawl, probe, and test web applications for vulnerabilities. XSS detectors, endpoint crawlers, parameter fuzzers.
Automation Frameworks
Structured pipelines that chain multiple tools together. From recon to scanning to reporting — end-to-end automation.