Who am I

Hi this is Farrah. Welcome to my Notebook.

This blog is built to share the technical ideas and projects with others.

If you are not interesting about the technical terms and just want to know more about me, you are recommand to jump to the Interest part :)

Below are some information / achievement of me. Since there are many items, use sidebar on the right side to navigate to where you interested will save you lot of time.

Base Information

  • Who: Farrah
  • Position: Senior Software Engineer
  • Direction: Machine Learning

Language

  • Native Chinese Speaker
  • English (TOEIC 905)
  • Japanese (JPLT N1)

Skill

OS

  • Linux
  • ThreadX

Programming Language

  • C
  • Java
  • Python
  • Ruby

Software Tools

Software Field
Git Version Control
SVN Version Control
Wireshark Network Protocol
Labview Test
AutoCAD 3D Modeling
SolidWorks 3D Modeling

Hardware Tools

  • USB Analyzer
  • Oscilloscope

Achievement

Product

Projects

  • Machine Learning Projects (From my Github)

    Folder Filename Algorithm DataSet Comment Detail
    Perceptron perceptron.ipynb Perceptron hw dataset of Machine Learning Foundation Link
    Pocket pocket.py
    Data Cleaning and Logistic Regression Data Analysis and Logistic Regression.ipynb Logistic Regression Titanic Titanic Survival Prediction Link
    TensorFlow Tensor Flow and MNIST Data Set.ipynb Gradient Descent MNIST Hand Writing Recongnition Link
    TensorFlow TensorFlow Estimators.ipynb DNN IRIS Species Classification
    Neural Language Processing Neural Language Processing.ipynb NLP (OnGoing) Link

  • Koni Vocabulary- Google Extension

  • Optimization Algorithm : GA / PSO

  • DCT Jpeg Encoding

  • CPABE Algorithm

Drivers

  • Vx1 driver (faster than LVDS, usually be used in scanner, TV)
  • 26 pin LCD direct control
  • GPIO / UART / TTY / I2C / I2S
  • USB device driver
  • FT121 SPI to USB driver
  • STA369BWS Amplifier Audio Chip Driver
  • RT8188C Wireless Driver
  • serial / parallel port driver : compatibility mode, nibble mode, byte mode, ECP mode
  • 2.4G / 5G network driver porting
  • CISCO AP Configuration
  • AP / Client mode
  • WPA_Supplicant for WEP / WPA / WPA2 / EAP security
  • Knowledge of ASN.1 and CA file
  • TCP/IP utility (ex. chatroom)
  • Website Construction: HTML, CSS, JavaScript, jQuery, C (back end) with AJAX

Patent

“Electron beam Lithographic Method, System and Method for Controlling Electron beam Server”, 2014/05/21, I438818, Taiwan

Article

“Frequency Domain Effect of a Hysteresis Suppression System with Inverse Preisach Model Based Control International”, auSMT 5(4) 2015, pp. 265 273

Platform

  • MTK
  • RealTek
  • Qualcomm 53xx, 55xx

Training

  • Amazon AWS Academy Cloud Foundations (ACF)

Interest

Travel

Places I have been in Japan:
Japan

Travel Consultant

Travel consultant services including:

  • Travel scheduling
  • Traffic pre-survey
  • Recommandation of restaurant
  • Google Map positioning
    Google Map positioning
  • Taxi / restaurant reservation.

Sample:
Travel scheduling, Traffic pre-survey and Recommandation of restaurant

Photography

For more detail, please check my Flicker
Here are some pictures:
Sunrise
Mountain
Road of Firefly