AI engineer who builds reliable LLM platforms
I design and run production-ready LLM services with clear SLOs, MLflow registries, and cost controls. 12+ years of production discipline applied to AI platforms.
UK LTD•11+ years production systems•Personal R&D lab
Real Projects, Real Results
Production MLOps implementations from my personal R&D lab
MLOpsLLMCI/CD
Threads-Agent Platform
GenAI content platform with MLflow registry and SLO-gated CI/CD
Key Results:
- 88/100 impact score
Cost AnalysisPerformancevLLM
vLLM Cost Optimization
Cost analysis and optimization comparing vLLM vs hosted API solutions
Key Results:
- 3x throughput increase
RAGVector SearchOptimization
RAG System Optimization
Hybrid retrieval system with vector and keyword search optimization
Key Results:
- 45% cost reduction
Frequently Asked Questions
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