I build offline-first AI tools, Rust desktop utilities, educational simulators, and automation systems.
My current direction is practical engineering: tools that run locally, explain complex systems clearly, automate repetitive work, and turn experimental ideas into usable software.
Local AI · Rust · Python · TypeScript · React · Vite · Windows Tools · Developer Automation
Open full stack matrix
Engineering direction map
flowchart TD
A["radik097"] --> B["Local AI Systems"]
A --> C["Rust Desktop Tools"]
A --> D["Educational Simulators"]
A --> E["Developer Automation"]
B --> B1["Offline assistants"]
B --> B2["RAG / memory"]
B --> B3["Tool orchestration"]
C --> C1["Windows utilities"]
C --> C2["Portable apps"]
C --> C3["Async download managers"]
D --> D1["Arch Trainer"]
D --> D2["GitInstructionSite"]
D --> D3["Interactive learning flows"]
E --> E1["Project supervisors"]
E --> E2["Testing without screenshots"]
E --> E3["Long-running coding workflows"]
How I think about projects
Idea
↓
Architecture
↓
Working prototype
↓
Validation scripts
↓
README + screenshots + release
↓
Clean public portfolio project
- Making experimental projects easier to understand from the outside.
- Turning rough tools into clean, documented repositories.
- Building local-first AI and automation systems.
- Improving Windows portable app packaging.
- Designing UI workflows that are practical, not just decorative.
What I want every public repository to contain
- Clear one-line description.
- Screenshot or demo link when UI exists.
- Installation instructions that actually match the repository.
- Tech stack section.
- Known limitations.
- Roadmap.
- No placeholder links.
- No unfinished AI Studio / template text.
- Clean public-facing README.
For collaboration, project discussion, or technical feedback, use GitHub issues/discussions on the relevant repository.




