AI Edge Use Case Research & Innovation

Onyx Ops pushes the boundaries of machine intelligence, biomedical research, and computational cognition, bridging the gap between experts and enthusiasts.

Discover Our Work

About Us

Onyx Ops is an AI edge use case research organization specializing in ethics and engineering, pushing the boundaries of machine intelligence, biomedical research, and computational cognition. We operate as an amateur-friendly research team, working alongside both experts and laymen to bridge knowledge gaps and drive cutting-edge, accessible innovation.

Founded with a vision to democratize AI research, we're not just a research group—we are a movement for the future of AI and human intelligence collaboration. Our unique approach brings together professionals and enthusiasts, creating an environment where breakthrough innovations emerge from diverse perspectives.

Our team focuses on developing ethical and responsible AI systems while making advanced research accessible through a collaborative, open-minded approach.

AI Ethics & Engineering

Developing responsible, scalable AI solutions with a focus on context-aware reasoning and autonomous cognition

Advanced Memory Systems

Pioneering JSON-based context memory enabling GPT models to track information across interactions

Amateur-Friendly Approach

Working alongside both experts and laymen to bridge knowledge gaps and drive innovation

Our Research

AI Ethics & Engineering

Developing responsible, scalable AI solutions with a focus on context-aware reasoning, memory systems, and autonomous cognition.

Short & Long-Term AI Memory

We pioneered an advanced JSON-based context memory system, enabling GPT models to track, store, and retrieve information across interactions without external toolkits.

Biomedical Engineering

Achieved a breakthrough in Molecular Dynamics simulations on GPT, proving the capability to generate accurate biochemical insights using only LLM inference.

Our Mission

At Onyx Ops, we are driven by a clear and powerful mission to transform the landscape of AI research and innovation:

  • Empower both experts and amateurs to contribute meaningfully to AI research
  • Break new ground in AI-driven science, ethics, and engineering
  • Make advanced AI research accessible through a collaborative, open-minded approach

We believe that the future of AI development lies in the collaboration between human creativity and machine intelligence. By bringing together diverse perspectives and skill sets, we can achieve breakthroughs that would be impossible in traditional research environments.

Onyx Ops Emblem - representing our mission and values in AI research

Meet the Team

Alexander Aubry - Owner & Lead Researcher at Onyx Ops

Alexander Aubry

Owner & Lead Researcher

Jacob Margiotta - Financial Officer & AI Researcher at Onyx Ops

Jacob Margiotta

Financial Officer & AI Researcher

Collaborate With Us

Have an idea for AI research? Want to collaborate on a project? Or simply interested in learning more about our work? We welcome inquiries from both professionals and enthusiasts. Let's push the boundaries of AI together.