👋 Hi, I'm Yubin Seo

Senior (4th Year, Last Semester) @ Chung-Ang University | Electrical and Electronics Engineering

💼 Work & Research Experience

Undergraduate Research Intern @ Yonsei University MobedLAB (Aug 2026 - Present)
- Studying NPU utilization optimization for Vision Model
Undergraduate Research Intern @ Chung-Ang University SSLAB (Mar 2026 – Aug 2026)
- Studying GPU utilization optimization for Large Language Model (LLM) serving
Undergraduate Intern @ Telechips (Jan 2026)
- Brought up 3 types of Topst boards (AI-G, D3-G, VCP-G).
- Developed an autonomous Scale Car utilizing YOLOv8 and OpenCV models for real-time object detection and lane following algorithms.
- Optimized AI model inference on the Topst NPU board.
Undergraduate Research Intern @ Seoul National University (Sep 2025 – Dec 2025)
- Participated in the Next-generation Semiconductor Convergence University credit exchange program.
- Designed and implemented a low-power FPGA-based Spiking Neural Network (SNN) Wake-Word Spotting System under the supervision of Prof. Wookyung Sun.
Marketing Team Contractor @ Seeroo Information (Mar 2025 – Sep 2025)
- Started as an office assistant and proactively improved workflow efficiency.
- Planned, developed, and maintained Python-based app/web crawling tools to restructure data and automate data entry systems.

📁 Projects

MINI-V : On-device LLM integration in a custom Android OS | Apr 2026 – Sep 2026
- Role: Vendor-Side Inference Service Developer
- Team Member: Me and Yongmin Yoo
- Custom Android OS based on LineageOS, Integrated a Compact Language Model as a System Service leveraging the Hexagon NPU through a vendor-side inference service shared across applications.
- Sources : Project Github
Mapmo (Map your memo): Location-based Todo Alert Keyring | Feb 2026 – Mar 2026
- Role: PM & Firmware/Hardware Developer
- Developing a location-based task management service that pairs an Android app with a custom low-power keyring device.
- Engineered firmware using FreeRTOS on ESP32 to achieve ultra-low power consumption and real-time task handling.
- Designed a portable, compact exterior shell using Autodesk Fusion 360.
Autonomous Driving Scale Car | Jan 2026
- Role: Intern (Telechips Internship)
- Real-time object detection and lane following using YOLOv8 and OpenCV.
- Optimized AI model inference on Topst NPU(AI-G) board.
FPGA-based SNN Wake-Word Spotting System | Sep 2025 – Dec 2025
- Role: Individual Project
- Designed and implemented a low-power wake-up call detection system using SNN architecture on an FPGA.
- Award: 3rd Place (Encouragement Award) at the Semiconductor Innovation Festival (SIF 2026).
Aquamonitor: Beverage Intake Tracker | May 2024 – Oct 2024
- Role: PM & Hardware Developer, PCB Layout, 3D Modeling
- Developed a service that measures and records beverage intake based on weight changes.
- Reduced module weight through custom PCB manufacturing.
CECOM4CUT: Thermal Printer Photo Booth | Sep 2023 – Mar 2024
- Role: PM & Hardware Developer
- Developed an embedded system that captures photos via ESP32, processes JPEGs into 1-bit BMPs via dithering, and prints them using a Bluetooth Thermal Printer.
Navizam (나비잠): SIDS Prevention System | May 2023 – Oct 2023
- Role: PM, Hardware Developer, App Development Support
- Implemented indoor child movement tracking using UWB beacons and analyzed bio-signals to prevent Sudden Infant Death Syndrome (SIDS) during independent sleep.