Sumel Kr Sharma
AI Enthusiast
I build systems that transform enterprise knowledge into enterprise action.
Most AI systems answer questions. I focus on what happens after the answer. Context. Memory. Orchestration. Verification. Execution.
"I'm learning every day and building every day."
The Borrowed Book
Some books are written. This one was lived.
Essays & Craft Manifesto
Deep dives into enterprise intelligence, orchestration, context systems, runtime resilience, and applied AI.
Simplex Brain: Cutting LLM Execution Cost by 28×
Most AI applications send every task to a pre-selected model. Simplex Brain adds an intelligence layer that chooses the right model for each task — early experiments show up to 28× lower execution cost with no observable degradation in quality.
What If We Have Been Thinking About Memory Wrong?
Why the future of AI memory may depend less on storing everything and more on preserving contextual relationships, relevance, and meaning.
The Most Powerful Programming Language Is Becoming Natural Language
As the distance between imagination and execution collapses, clarity of thought and domain expertise become the new sources of technical leverage.
The Future Belongs To Domain Experts
AI does not erase expertise. It amplifies people who understand real-world problems and know how to collaborate with intelligent systems.