While confidentiality limits the visual showcase of certain projects, these initiatives represent some of my most technically ambitious and intellectually rewarding work. I have engineered time-series analysis pipelines and developed adaptive algorithmic models for high-frequency trading simulations. These systems, built entirely by me, connected directly to cryptocurrency exchange APIs (such as Binance), enabling rigorous backtesting and real-time decision optimization in volatile markets.

In parallel, I designed advanced statistical simulators to evaluate algorithmic strategies applied to French roulette, focusing on capital management optimization and probabilistic forecasting – blending data science, behavioral modeling, and robust risk control methodologies.

Most recently, I’ve been developing an automated system for high-volume video creation and processing, tailored specifically to social media content workflows. This solution integrates tools like FFmpeg and ImageMagick within a modular pipeline that automates the generation of visual assets and overlays audio tracks sourced from Meta’s music library. It dynamically retrieves images through APIs such as Unsplash, combining them with copy generated by LLMs to produce multiple content variations at scale. In parallel, I implemented a system that generates SEM-optimized captions for Reels, complete with relevant hashtags, emojis, and a marketing-oriented tone – streamlining not only content production but also its strategic distribution. This project bridges creative automation and intelligent tooling, underscoring my drive to simplify and scale media workflows through smart, end-to-end systems.

I’ve also developed Telegram automation bots to handle operational tasks and user interaction flows, integrating external data sources, conditional logic, and scheduled executions. Additionally, I’ve led projects involving web scraping, OSINT (Open Source Intelligence), and digital forensics, often combining custom-built tools with open-source technologies to extract actionable intelligence and support security-focused investigations.

These projects – whether under NDA or conducted as personal research – reflect my deep passion for simulation, automation, and intelligent systems engineering.