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AI developer building agent fleets and the infra to run them. Since 2010, data scientist, ML, enterprise data systems.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Merlin Labs
Frontend Developer
June 24, 2026 – Present
edgeplane
May 23, 2026 – Present
Kubernetes-style control plane for AI agent fleets - persistent ACP sessions, coordination, audit ledger, governance. Rust + Postgres + S3 + Git
View Projectedgeplane-homeassistant
May 21, 2026 – Present
Home Assistant HACS integration for the EdgePlane agent fleet
View Projectmerlin-site
May 11, 2026 – Present
Personal blog at ryanmerlin.com — content driven by the Aria publisher profile
View Projectslackr
April 16, 2026 – Present
Automation-friendly Slack CLI for local operators, scripts, and AI agents. Agent discovery surface, triage workflows, OAuth refresh.
View Projectclix
April 12, 2026 – Present
Agent-optimized CLI gateway with policy enforcement, Linux sandboxing, and audit trails.
View Projectcurio
April 11, 2026 – Present
Git-native editorial knowledge-base harness. Curates raw sources into a hierarchy of curated knowledge — and mirrors the result into Confluence for the humans who consume it.
View Projectayx-rs
April 2, 2026 – Present
CLI tool suite for Alteryx administrators written in Rust - automation, agentic workflows, and structured output
View Projecttoolfactory
March 31, 2026 – Present
Codex harness for scaffolding, validating, and shipping Alteryx Platform SDK tools — describe a tool in plain language, the factory builds it.
View Projectalteryx-advanced
August 12, 2025 – August 12, 2025
Advanced Alteryx Designer and Server patterns — reference workflows, deep-dive techniques, and notes.
View ProjectCultural Fit Analysis
The candidate's profile shows a strong inclination towards personal projects, many of which involve backend, CLI, and automation aspects (Rust, Python, Shell). While there are frontend technologies listed (Astro, JavaScript, TypeScript), the overall project portfolio leans heavily towards system-level and backend development rather than pure frontend. This might indicate a potential mismatch with a dedicated 'Frontend Developer' role if the role requires deep specialization in UI/UX, advanced CSS, or specific frontend frameworks beyond Astro. The breadth of technologies is good, but the depth in frontend-specific areas for a senior role is not clearly demonstrated through projects alone. The candidate's current role is listed as 'Frontend Developer' at 'Merlin Labs' starting in 2026, which is in the future, making it difficult to assess current professional experience.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a focus on automation, agentic workflows, and structured output, suggesting a methodical and problem-solving approach. The diversity of personal projects implies self-motivation and a proactive learning attitude. However, without specific assessment data on communication, logical reasoning, or teamwork, a comprehensive evaluation of soft skills and operational fit is limited.