Solo researcher / 20 years experienced software developer specializing in full stack python, java and web development.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Aftermath-Technologies-Ltd
Frontend Developer
June 21, 2026 – Present
pubprep
May 22, 2026 – Present
A simple orchestrator employing multiple agents to review for common tech-debt, security issues and documentation creation. It then diagnoses any issues, resolves them and sends it all to a PR for easy merging. All with one simple command.
View Projectgemma-witness
May 11, 2026 – Present
Offline multimodal evidence capture that emits a signed, locally verifiable .witness bundle. Tauri + Rust + Gemma 4 + Ed25519. Static HTML verifier runs with no server.
View Projectcounterfactual-court
May 8, 2026 – Present
Local-first PR review. Four Gemma 4 agents argue and deliberate; output is a signed, replayable .verdict bundle.
View Projectnborder
April 26, 2026 – Present
A fast, opinionated linter and auto-fixer for Jupyter notebook hidden-state and execution-order bugs.
View Projectruleprobe
April 6, 2026 – Present
Translate instruction files into ESLint configs, detect drift, and extract rules
View Projectskillcheck
March 11, 2026 – Present
Cross-agent skill quality gate for SKILL.md files. Validates frontmatter, scores description discoverability, checks file references, enforces three-tier token budgets, and flags compatibility issues across Claude Code, VS Code/Copilot, Codex, and Cursor.
View Projectneuro-symbolic-swarm
February 10, 2026 – Present
Offline multi-agent LLM swarm with neuro-symbolic hallucination gating. 7 agents debate, a fact ledger enforces world consistency, and symbolic validation hard-rejects contradictions. All on a single consumer GPU.
View Projectswarm-orchestrator
January 22, 2026 – Present
Reviews pull requests for the shortcuts AI coding agents take to look done without being done: relaxed tests, swallowed errors, fake renames, 11 checks in all. Flags them for a human by default, or blocks the merge if you turn that on. Can also turn a goal into a checklist and only accept a patch once every check passes.
View Projectrlfusion-orchestrator
November 23, 2025 – Present
Local-first RAG chatbot. An offline RL policy picks per-query weights between an answer cache and a knowledge graph; a critique LLM scores every turn.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards personal, highly technical, and AI/ML-focused projects. While demonstrating strong technical prowess, the diversity of projects directly relevant to typical frontend development (e.g., UI/UX design, state management in large applications, accessibility, performance optimization for user-facing applications) is limited. This might indicate a stronger preference for backend/devops/AI infrastructure work rather than pure frontend, potentially impacting cultural fit for a standard frontend team.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a strong inclination towards complex problem-solving and independent development. The focus on AI agents, orchestration, and validation suggests analytical thinking and attention to detail. However, without psychometric test results or interview data, it is difficult to assess collaboration, stress handling, or direct communication skills.