The Technical Toolkit
My stack is selected for one purpose: Efficiency. I use whatever tool gets the job done fastest and most reliably. My capabilities are forged through practical application across Finance, Automation, and Systems Engineering.
AI & Workflow Acceleration
AI-Augmented Engineering
Expert at utilizing LLMs (Cursor, Claude) to refactor legacy code, generate scaffolding, and debug instantly. This enables me to prototype and deploy at 10x the speed of traditional development.
Rapid Prototyping
I can take a raw concept to a functional MVP in hours by synthesizing AI generation with manual system architecture.
Strategic Problem Solving
Expert at deconstructing complex logic problems and using AI to explore multiple solution paths simultaneously.
Core Engineering & Backend
Python (Advanced)
My primary engine. Mastery of FastAPI for REST APIs, Tkinter for GUIs, and Subprocess for system automation.
Asynchronous Programming
Deep expertise in Asyncio, Twisted, and Autobahn for handling high-concurrency network tasks (e.g., Kite Trade Mirror, Tor Load Balancer).
Go (Intermediate)
My choice for high-performance, low-latency tasks (e.g., IPO Dashboard Backend, Vimeo Core).
Full Stack Web
Proficient in Next.js (React), JavaScript, and HTML/CSS for responsive user interfaces.
Networking & Protocols
Real-Time Communication
Specialized in WebSockets and Socket.io for streaming live financial data (MetaTrader Bridge, Kite Mirror).
Network Forensics
Deep understanding of HTTP/S, TCP/IP, and Proxy Rotation architectures (Tor Load Balancer).
API Architecture
Designing and reverse-engineering RESTful endpoints and handling authentication headers.
Data & Financial Intelligence
Quantitative Analysis
Expert in Pandas and NumPy for processing financial time-series data and backtesting strategies.
Big Data Formats
Experience handling massive datasets using JSON and optimized binary formats like Parquet (Forensic Search Engine).
Visualization
Custom rendering of financial charts and dashboards using Matplotlib and Chart.js.
Database Management
Practical implementation of SQL (SQLite/PostgreSQL) for robust financial tracking.
Systems, Embedded & Automation
Web Scraping & Evasion
Advanced capability with Selenium, MITMProxy, and Requests to bypass anti-bot protections and capture hidden traffic (Universal OTT Extractor).
Desktop & Native
Building cross-platform desktop apps using Wails (Go) and mobile tools with React Native & Expo.
Embedded Systems
Experience with hardware integration, Serial Communication, and IoT logic (Payment Display Box).
Media Pipelines
Complex automation of FFmpeg for HEVC compression and stream stitching.
Approach & Soft Skills
First-Principles Thinking
I don't copy solutions; I deconstruct the problem to its core and build up from there.
High-Velocity Execution
Proven ability to deliver a massive portfolio of 19 projects alongside full-time studies.
Decisive Execution
I value shipping a working solution over debating the perfect theoretical approach.