Prem Krishnamurthy
Fractional CTO · I build AI, ML & cloud systems that scale
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Architected a scalable agentic workflow engine that orchestrates multi-step AI tasks with built-in error recovery and human-in-the-loop checkpoints. Powers complex automation pipelines processing 10K+ tasks daily with 99.9% reliability.
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Built an AI-powered security code review system that automatically scans pull requests for vulnerabilities, compliance gaps, and insecure patterns. Reduced security review bottlenecks by 70% while catching 3x more issues than manual reviews alone.
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Designed and built a self-service RAG platform enabling non-technical teams to create custom AI assistants from their own documents. Reduced knowledge retrieval time by 80% and eliminated dependency on engineering for chatbot deployment across 12 departments.
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Built an ML-powered threat detection system that adapts to new attack patterns and catches 500K+ threats automatically. Deployed at a $9T financial institution, replacing manual rule-based filtering that attackers were bypassing daily.
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