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Sammy Tawakkol
Mid-level XR and game developer specializing in Unity, VR, and healthcare applications
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About
Built and deployed a Unity-based, NSF-funded medical interaction system for the University of Houston MRI Lab, combining speech recognition, LLaMA-based function calling, and real-time simulation controls. Particularly strong in taking experimental AI systems from discovery through stabilization, with measurable impact including roughly 50% faster task completion than traditional point-and-click workflows.
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Key Strengths
- owned end-to-end deployment of an AI-powered Unity medical simulation system
- integrated LLM, speech recognition, and function-calling into a real-time voice workflow
- designed privacy-conscious local and cloud-connected deployment architecture
- improved task completion speed by approximately 50% versus point-and-click interaction
- strong production debugging of non-deterministic AI pipeline failures
- implemented schema validation, retries, and structured outputs to harden LLM workflows
- hands-on stakeholder management with research teams and testing coordination
- post-launch stabilization focused on API reliability, uptime, and response-time optimization
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Experience
Education
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4 publications
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