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.
Featured Builds & Ventures
Deep tech architectures founded, high-throughput systems engineered, and open source libraries published.
GoSimplex
Founder / Builder / Active
An AI-native enterprise transformation platform built to redesign how organizations decide, operate, and improve.
Mandate
Transform the operating model
Intelligent Enterprise Layer
Product / Intelligence / Google Stack Built / Microsoft Stack in Progress
The enterprise intelligence and action layer. It turns fragmented organizational context into coordinated, auditable execution.
Thesis
Knowledge -> Action
Trust Layer
Research / Architecture / Private Beta
A trust and verification framework for AI systems. Because unverified intelligence is just faster uncertainty.
Principle
Trust must be engineered
Data Layer
Product / Data Infrastructure / Private Beta
Ensures database changes, synchronizations, and migrations happen in real time with zero system interruption, feeding clean state to the orchestrator.
Focus
Synchronization & Migration
Connection Pooling
Product / Infrastructure / Patent Early Protection Filed
The foundational connection pooler for scaling database transactions. Prevents connection lockouts and database crashes caused by high-volume parallel LLM queries.
Focus
Scaling & Runtime Resilience
Simplex Brain
Product / Intelligence / Private Beta
A cognitive orchestration model router that sends queries to optimized LLM backends, including OpenAI, Claude, and custom Llama models, while preserving agent-state memory.