In Progress
Architectural Deep DiveOptimizing RAG Pipelines for Production
A comprehensive guide on balancing latency, cost, and retrieval accuracy in large-scale RAG systems.
Coming Soon
Blog & Insights
I'm currently documenting my engineering journey—focusing on LLM optimization, production-grade RAG pipelines, and MLOps best practices.
Writing
Machine LearningFine-tuning Small Language Models
Why bigger isn't always better. How I fine-tuned 7B models to outperform GPT-4 on specific domain tasks.
Coming Soon
Drafting
InfrastructureMLOps: Beyond the Notebook
Closing the gap between research and production with automated pipelines, Docker, and AWS.
Coming Soon
Planning
ObservabilityReal-time AI Observability
Implementing robust monitoring and grounding checks for healthcare and legal AI assistants.
Coming Soon
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I'm always open to discussing technical challenges and sharing my findings. If there's something specific you'd like to see covered, let's connect.
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