Malik Haroon Khokhar
AI engineer who builds the whole system, LLM agents, vision
New to Contra
Malik Haroon is ready for their next project!
Most AI agents work fine on a toy repo and fall apart on a real one.
The failure is usually not the model. It is context. Give an agent 56 tools and a large codebase and it burns its budget reading tool descriptions instead of solving anything.
limpiador is my attempt at fixing...
GeoPulse is a system that: Takes a region and timeframe (e.g., Sudan, 2023) and Uses AI to identify historically similar crises elsewhere in the world, based on time-series data across conflict, climate, migration, economy, and health. Then summarizes those parallels, and offers...
SheetMind AI is a production-grade, fully local Retrieval-Augmented Generation (RAG) system designed to intelligently query and analyze large Excel datasets using natural language. This project demonstrates how modern AI systems can be integrated with structured business data to...
Limpiador is a command line agent that takes on the repository upkeep engineers keep postponing. It reasons about a codebase the way a careful reviewer would, then acts through 56 tools across five namespaces covering git, GitHub, the filesystem, AST analysis with tree-sitter,...
