Background areas
Founder
Lloyd Handyside builds experimental systems across biology, data and AI.
Founder of Ace Labs and NeuroForge research lead. Public handle: Ace1928.
Founder profile
Cross-domain systems experience.
Lloyd Handyside's work spans biotechnology, plant cloning, tissue culture, micropropagation, mycology, microbiology, optics, physics, metadata systems, big data pipelines, custom research tooling and AI systems architecture.
The through-line is experimental systems: build the tool, isolate the variable, test the change, map the result and refine the next experiment.
Biotechnology
Controlled variation, observation, comparison and iteration across biological systems.
Big data and metadata
Technical leadership and custom tooling for large biological data projects.
AI systems research
Current focus on efficient, testable and resource-aware intelligence systems.
Evaluation, collaboration and funding
NeuroForge is preparing controlled technical review and external evaluation pathways.
For research discussion, evaluation or funding enquiries, contact Lloyd Handyside directly.