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Rana Taki
Junior Mechanical Engineering & Software Developer specializing in aviation autonomy and retrieval systems
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About
Robotics/embedded builder who trained an aviation-specific LLM and deployed it offline on an NVIDIA Jetson for an in-flight voice assistant, solving performance and cabling constraints with NVMe storage and Bluetooth. Also has hands-on Raspberry Pi/Arduino robot builds (including a cigarette-butt picking prototype with hydraulic actuation) plus Docker-based FEA work using FEniCS/Gmsh and strong CI/CD + automated testing practices.
Experience
Education
Key Strengths
- Deployed an offline aviation voice assistant by integrating an LLM on NVIDIA Jetson
- Performance optimization via hardware upgrade (added high-speed NVMe SSD to improve model speed)
- Hands-on hardware/software integration (GPS, Bluetooth, Linux bring-up on embedded platform)
- Built end-to-end robotics prototypes using Raspberry Pi + Arduino with serial communication
- Iterated robot mechanism design from claw to hydraulic system to improve control/accuracy
- Applied FEA workflows in Docker using FEniCS/Gmsh with automated testing and solver convergence checks
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