Web app and AI algorithm development in multiple private projects in the intersection of Social Media and Artificial Intelligence. Full Stack Development. Java Backend Specialist. React, Svelte, Vaadin, or from-scratch frontends.

Since October 2024, almost 3000 hours of Vibe Coding using ChatGPT, Cline Claude, and Claude Code. I have personal interest in AI for medical applications including longevity research.

Independent research on "Organic Learning" (ongoing since 2001). Initial problem domain is human-like understanding of any natural language by simply reading a corpus in that language. These systems are more suited to language understanding and language generation and may be much cheaper to use than regular Deep Learning.

Product idea, definition, and implementation as a web service.

Implementation done as a full stack Java backend and jQuery/JavaScript UI project.

Compute server specification, construction, and installation.

Managing developers

Writing Documentation

Managed two researchers on an ongoing exploration of the Artificial Intuition algorithm for understanding any human language. Devised ways to test AI systems for low levels of emergent understanding of languages and the world they describe. Devised tests for measuring precision and recall in machine learning tasks for general language competence. Devised strategies for language generation. Some software design in Java and Python.

Created high-speed document tagging system in Python.

Devised methods to analyze Twitter messages.

Created most of pipeline to process twitter messages.

Installed, maintained, and used Hadoop on corporate cluster.

Processed Wikipedia to extract structured information.