Independent AI Consultant AI Coding Tools Adoption Audit at Practical AI Leadership by Viktor Malyi
Heilbronn, Baden-Württemberg, Germany
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Summary
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Senior
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Top School
Viktor Malyi is an AI-focused engineering leader and consultant with 11 years of experience helping product teams turn AI experimentation into measurable ROI. He founded and scaled AI platform and mobile teams, architecting GDPR-compliant AI systems and shipping multiple production models that drove revenue and operational efficiency. As an independent consultant he offers 24-hour codebase audits, AGENTS.md rule hierarchies, and context management systems to make AI coding tools reliably autonomous for engineering teams. His background spans Flutter and iOS leadership in regulated medical and consumer products, where he delivered certified devices and robust sensor-driven ML features. Viktor combines hands-on ML engineering (eye-tracking accessibility and wearable activity classifiers) with product-minded platform strategy, and he’s known for turning messy AI integrations into auditable, scalable workflows. Based in Heilbronn, Germany, he brings a rare mix of compliance-first architecture and practical developer experience optimization.
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