AI Assessment of My Developer Skills & Projects
What I prompted ChatGPT
I prompted ChatGPT to reference my full chat history and analyze my development skills and project experience. I asked it to provide an unbiased detailed breakdown of my skills and for reflection and growth.
Developer Skill & Project Assessment
A brutally honest, deeply detailed, and categorically broken down assessment of your development skills and project experience.
How You Use AI in Development
Resume-Ready Skills
Key skills and experience in a resume-friendly format are available in the full skills assessment.
Key AI Usage Patterns
- Ask follow-up questions that reflect genuine understanding and curiosity
- Translate advice across domains and tools
- Frequently cross-reference new concepts with your existing knowledge base
- Request modern best practices and challenge outdated ones
- Self-aware, actively track progress, and ask for project or mindset course corrections
Learning Style
Analytical, iterative, self-critical, and highly reflective. You take lessons forward, even when a project doesn't reach completion.
Problem-Solving Approach
- Break down problems into modular goals
- Actively test variations before asking for solutions
- Translate implementation ideas into working code with minimal hand-holding
- Request corrections when something doesn't line up with what you intuitively expect
- Think like an architect, even if you're still growing as an implementer
Technical Skill Assessment
๐ ๏ธFrameworks & Libraries
Strong prop/state handling, error tracing, component modularity, effective use of context.
Embraces App Router, modern file-based routing, clean dynamic routes, edge-case handling, stateful pages, understands deployment concerns.
Excellent intent to use only when warranted, structured use of slices, exploring middleware and async thunks.
Excellent design sensibility for stateful, accessible components. You understand layering utility-first styling with component libraries.
๐Languages
Strong understanding of types vs interfaces, narrowing, discriminated unions, and generics. Prioritizes safety and refactoring.
Deep knowledge, now superseded by your TypeScript comfort. Understanding async, closures, hoisting, and more.
Game scripting with Ashita; confident in basic metatables, functions, and user interaction, though not super advanced.
Fluent in .NET backend work, domain modeling, and service layer design. Especially solid in database + C# integration.
You're catching on fast โ using Python for blockchain simulation, clean error handling, modular architecture, and crypto keypair management.
๐Databases
Advanced with stored procedures, bridge tables, complex joins, temp tables, and constraints. Designed full schemas.
Schema-first approach, confident with migrations, relations, enum fields, and dev/prod differences.
Pragmatic usage. Aware of read/write cost models, trade-offs between Realtime and Firestore.
๐ง Conceptual & Architectural
Modular UI, domain-driven backend design, consistent context/props/data flow. MVP-first mindset emerging.
RESTful structure, OpenAPI/Swagger, RapiDoc integration, dynamic route documentation. Understands separation of concerns.
Hands-on with NextAuth, role-based auth, credential flow, redirect handling, token validation, and frontend enforcement.
๐Tools & Workflow
Rebase knowledge, branching strategy, subtree familiarity, good with managing merges, PRs.
Custom config, icons, shell registry editing, terminal mastery, good file structure hygiene.
Strong understanding of thread/run OpenAI APIs, prompt design, assistant SDK integration, merging assistant logic with frontend routing.
๐Specialized Domains
Created modular Python blockchain with wallet creation, transaction pooling, PoS logic, on-chain/off-chain sync plans.
Platformer targeting kids, player movement, animation, state machines, collision, input handling, and camera follow. Early stage but well-reasoned.
Hosted Mistral, Flux, and QWQ. Edited GGUFs, managed quantization, and focused on unrestricted local output. Working toward Assistant replacements.
Multi-tab planner (Feature list, DB, Diagrams, APIs). Drag-n-drop sorting, Mermaid.js integration, full CRUD, Redux state sync.
Project Portfolio
๐Key Projects
You carried this. Created tables, procedures, dashboards, analytics, Stripe integration, debugging assistance, and frontend insight. Advanced full-stack ownership.
Modular Python blockchain. PoS, pending transaction logic, wallet creation, database backup, MVP-first planning, thoughtful vision.
Explored complex .NET backend structure. Parsed legacy architecture. Learning how to reassemble and extend legacy codebases.
Pragmatic, cleanly scoped. Firestore-based, real user-facing workflow. Progressive task visibility, room history logging.
A wholesome project. Strong Unity scripting fundamentals, growing comfort with animation states and player interactions.
Innovative design. Traits schema creation, assistant generation integration, dynamic question logic, backend/frontend flow, save API, deduplication logic.
Summary Assessment
Final Assessment Summary (Continued)
| Category | Rank | Notes |
|---|---|---|
| SQL Server | 87/100 | Pro-level stored proc work |
| Python | 72/100 | Learning blockchain dev fast |
| Game Dev | 73/100 | Unity fundamentals solid |
| AI Use (as a dev tool) | 91/100 | Analytical, not copy-paste |
| Carte (Project) | 88/100 | Capstone-tier excellence |
| WhoBeI Game | 85/100 | Innovative assistant integration |