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Backend Engineer @ Udeck Services · Building reliable systems & AI tooling · Creator of VibeSec
AI is analyzing your overall score…
Identifying your key strengths…
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.