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Mhemd139/README.md

Muhammad Masarwa

I build tooling for AI agents (MCP), LLM-driven automation, computer vision pipelines, and embedded IoT systems. Based in Israel.

Start with Covenant: a contract linter and drift firewall for MCP servers, published on PyPI.

LinkedIn

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  1. Covenant Covenant Public

    Contract linter and drift firewall for MCP servers - snapshot tool schemas, classify drift as breaking/degraded/compatible, quarantine drifted tools at a transparent proxy, enforce fleet-wide with …

    Python 1

  2. Kidni Kidni Public

    Pediatric renal nutrition companion: a gamified, offline-first app helping parents navigate dietary restrictions for children on dialysis.

    Dart

  3. Orchestr8 Orchestr8 Public

    Record a desktop task once — Nova Pro turns it into a semantic, self-healing RPA workflow

    TypeScript

  4. MMA_Ai MMA_Ai Public

    Computer vision pipeline that detects punches in MMA footage and classifies them as landed or blocked (YOLO + fine-tuned ResNet-50)

    Python