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Hi, I'm Edward

Currently studying computer engineering at NTU. You can find some of my projects here.

šŸ”­ My projects generally involve:

  • Low-power IoT systems such as sensors, gateway devices
  • Wireless networks (i.e. Thread, BLE, Zigbee)
  • Embedded AI, compression techniques and hardware accelerators
  • Mixed signal and RF PCB design, 3D printed enclosures

šŸŒ± My current research interests:

  • Hybrid vision transformers on edge devices
  • Spiking neural networks

šŸ‘Æ Iā€™m looking to collaborate on interesting projects, do contact me! ([email protected])

Connect with me:

edward-tan-62635a200

Edward's Projects

defender icon defender

This is a 2.4GHz Wi-Fi scanner for estimating channel usage and detect deauthentication attacks. The collected data is sent to a database to be analyzed and provide notifications.

ethernet3 icon ethernet3

Ethernet library for Arduino and Ethernetshield2 / WIZ550io / WIZ850io / USR-ES1 with Wiznet W5500 chip

firebase-responder icon firebase-responder

Used to perform predetermined function calls on IoT devices when a given value in Firebase RTDB is detected. Actions are performed asynchronously and delays/args can be used to customize responses.

i2ds icon i2ds

Security sensor system with app control and cloud messaging capabilities.

i2ds-fcm icon i2ds-fcm

Firebase cloud function and messaging part of I2DS

lpnn icon lpnn

Always-on Ī¼W neural network for audio classification

nixiedisplay-hal icon nixiedisplay-hal

C++ abstraction for controlling up to 6 nixie tubes. Compatible with most platforms that provide standard gpio write and delay/sleep functions.

ot-co2sn icon ot-co2sn

Photoacoustic NDIR CO2 sensor with PV energy harvesting

ot-hs icon ot-hs

10-year battery life OpenThread temp/RH sensor

ot-ipr icon ot-ipr

Battery powered radar indoor presence sensor with OpenThread IPv6 connectivity

rustlings icon rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

sc1015-project icon sc1015-project

This repository contains the project files for the SC1015 mini-project

scd4x-lpc icon scd4x-lpc

Low-power C++ calibration algorithm for SCD4x sensors

tensorflow-j4125 icon tensorflow-j4125

Tensorflow 1.14.1 .whl package No AVX, No CUDA, SSE4.2, Python 3.6, Ubuntu 18.04

wmns icon wmns

Wireless mesh network system which integrates customizable smart home sensing into a single network.

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