GENETIC EXPERIMENTSACTIVE
SEQUENCE ENCODING TRIALS
Comparing representations for encoding genetic sequences before model training.
- Python
- NumPy
- Bioinformatics
Where ideas become experiments.
NEXUS LAB
A working environment for prototypes, trials and technical studies. Experiments here are exploratory by design — some become projects, others stay research.
AI EXPERIMENTSPROTOTYPE
ASSISTANT REASONING LOOP
A structured loop for tool-using assistants that keeps reasoning steps inspectable.
- LLMs
- Python
- Tooling
DATA EXPERIMENTSEXPERIMENT
DATASET INTEGRITY CHECKS
Deterministic validation passes that flag structural issues before analysis begins.
- Python
- Pandas
AUTOMATION EXPERIMENTSACTIVE
DEPLOYMENT AUTOMATION RIG
Scripted pipeline chaining training, packaging and cloud deployment steps.
- Selenium
- Cloud
- Git
GAME PROTOTYPESPROTOTYPE
PHYSICS SANDBOX
A small sandbox for testing movement, collision and interaction feel.
- Godot
- Physics
3D EXPERIMENTSEXPERIMENT
PROCEDURAL ENVIRONMENT STUDY
Generating low-poly environments from parameterised rules for interactive scenes.
- 3D
- Shaders
- Godot
ALGORITHM EXPERIMENTSPLANNED
GRAPH TRAVERSAL BENCH
Benchmarking traversal strategies over network-shaped research data.
- Python
- Algorithms
DEVELOPER TOOLSPLANNED
NEXUS CLI
An internal command-line utility for scaffolding research experiments consistently.
- Python
- CLI