AI Developer • Technical Research • Data Analysis • DevOps
Long-term Linux and Python hacker, AI developer, tech researcher, financial trader and data analyst. I'm an algorithmic trader with deep experience in business environments, economics, financial markets, systems architecture design, security implementation, process optimization and automation.
My expertise spans Linux systems with virtualization and DevOps best practices. I'm passionate about project-specific research, fintech innovation, automation solutions, and AI applications across various domains.
~historically known as a hive-mind of capital ideas—a creative approach to problem-solving that combines diverse technical disciplines with innovative thinking.
Developing a voice chatbot with intelligent routing for counseling and psychiatry expertise, focusing on mental health applications.
Building expert systems for hierarchical text interpretation and precise rule following in legal and regulatory contexts, combining deterministic reasoning with domain expertise for auditable AI decisions.
Systematized content analysis processing YouTube transcripts, community feeds, and technical articles to generate structured knowledge databases, social media summaries, and research data for AI/Robotics and Economic studies.
Developing traffic flow optimization algorithms using a game engine to simulate and improve real-world traffic patterns.
Economic study analyzing global debt patterns and reset scenarios using data-driven approaches and financial modeling.
Black box arbitrage analysis system operating across 12 exchanges, analyzing two different markets for profitable opportunities.
Exploring AI and machine learning through hands-on projects including domain-specific training with txtai embeddings, voice chatbot development for mental health applications, and local LLM implementations.
Multi-exchange trading systems, arbitrage analysis, economic research including global debt studies, and quantitative analysis across various financial instruments.
Linux systems architecture, virtualization, automation, and infrastructure management with decades of hands-on experience in system administration.
YouTube transcript analysis for knowledge synthesis, economic research methodologies, and data-driven insights across multiple domains including traffic optimization.
I'm a long-time advocate of Free and Open Source Software (FOSS), using GNU/Linux since 1993 to solve practical challenges across system administration, networking, automation, and applied AI. My work reflects a belief in open, collaborative development and the value of tools that serve real-world needs..
My repositories represent decades of practical Linux experience—covering everything from low-level utilities and infrastructure tooling to algorithmic trading systems and machine learning applications. These are the systems that quietly power modern workflows, built with reliability and purpose by a global community.
Let's connect and build something great!