Projects

CASC (Jarvis) is a closed-source, CLI-based agentic AI program written in Python. It runs on Windows, macOS, and Linux (Debian-based and RHEL-based distros). Its core uses self-hosted full models and fine-tuned distillates, and offloads harder tasks to enterprise LLMs like Claude Opus 4.6 and Gemini 3.1 Pro.

Created for Sol (Sol US LLC), Solara is a proprietary software written in Python and C to manage every aspect of the Sol website using Docker microservices. It was built for isolation (security), portability, and scalability. It integrates services like Apache, MariaDB, Redis, PHP-FPM, and more into one cohesive but modular system.

Deep Refine is a Python tool developed by Sol that enhances AI Large Language Model responses through iterative, multi-model refinement cycles, ensuring maximally accurate and precise answers. By sequentially processing prompts through various LLMs and guiding each to critically improve upon previous responses, Deep Refine produces results superior to any single model alone.

Luna LDIE 1 is an experimental artificial intelligence model and software that allows for real-time web scraping and dynamic updates to its knowledge base. It fetches new data from the internet with prompts that require it and includes a chain-of-thought-style reasoning process for precision, accuracy, and coherence.

Developed prior to the release of DeepSeek R1, Luna LDIE 1 is designed for internal use at Sol and was reported to outperform its standalone base model, Llama-3.2-3B, and other similarly sized models.

A series of fine-tuned large language models optimized for directly writing efficient x86 assembly code, focusing on low-level performance and instruction-level optimization.

A concept for a galaxy-wide communication and internet network using hundreds of thousands of operational Gbit satellites powered by optical lasers.

A spacecraft concept capable of precisely approaching and capturing small to medium sized satellites for de-orbiting or repair.