Stefan Manninen
Frontend DeveloperSwedenMember since June 22, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
micro-assistant-poc
June 14, 2026 – Present
Adaptive local terminal assistant with SQLite reinforcement policy and model bypass.
View Projectstefanmanninen.github.io
March 20, 2024 – July 13, 2025
stefanmanninen.github.io — repository
View ProjectCultural Fit Analysis
The candidate demonstrates initiative through personal projects, which aligns with a proactive culture. The diversity of projects (Python, Shell, web development) suggests a broad interest in technology, though the target role is specific to frontend. The lack of team-based projects or professional experience makes it difficult to fully assess cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style.