Backend Engineer @ Udeck Services · Building reliable systems & AI tooling · Creator of VibeSec
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
vibesec
May 24, 2026 – Present
Security scanner for AI-generated code from Cursor, Bolt, Claude Code and Lovable
View Projectllm-eval
May 18, 2026 – Present
LLM evaluation and red-teaming dashboard with hallucination detection, adversarial testing, regression analysis, and run persistence.
View Projectdata-extractor
March 25, 2026 – Present
Production-ready AI-powered business data extraction platform with multi-source crawling, local LLM enrichment, semantic search, and export workflows.
View Projectpinn-pde-solver
March 6, 2026 – Present
Scientific machine learning framework for solving PDEs using Physics-Informed Neural Networks (PINNs) in PyTorch.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in AI/ML and web development. The diversity of projects, including LLM evaluation, data extraction, and scientific machine learning, suggests a proactive and curious individual. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment. The target role is 'Data Scientist', and while several projects align with this, the breadth of web development projects might indicate a broader interest beyond pure data science.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style.