Taiwan

ChuHsin Lo


phone : +886 988246871

Email : [email protected]

GitHub : https://github.com/lochuhsin


MySelf

Passionate developer with 2 + years experience in Python and C++. Love to explore new programming skills, designs and adopting new technologies to maximize development efficiency. Having practical experience in Machine Learning, data processing and knowledge of statistics. Willing to challenge difficult projects.

Working experience

Titansoft Pte Ltd

Feb 2020 - July 2020

Full Stack Engineer - Intern 

Projects  (Visual studio, Agile) : 

  • Optimize the internal course website. 
  • Construct a multi-model prediction framework.
  • Create an internal integration website.


KEKCC

Mar 2019 - Jul 2019

Data Scientist  

Projects  (MacOS, Linux) : 

  • Create a physical analytic model by using a C++ based framework.(Geant4 and Cern Root6)
  • Using Python3 to build a deep learning model to analyze large data produced by high energy experiment.



CloudMed Pte Ltd

Jul 2018 - Feb 2019

Software Engineer - Intern  

Projects  (MacOS, Linux) : 

  • Building models for da Vinci Surgical System surgery navigation system and Organ recognition.


Education

Sep 2017 - Jun 2020

National Taiwan University

M.S High Energy Physics

Sep 2013 - Jun 2020

National Chang Hua University

B.S Physics

Programming Language

Technique & Framework


  • C++
  • Python3 
  • C#
  • Sql


  • NumPy, Pandas, Scipy, OpenCV
  • TensorFlow, SciKit Learn, XGBoost
  • MatPlotLib, SeaBorn, Plotly, iGraph
  • Scheduler, Quartz
  • Socket
  • Request, Selenium
  • .NET Core
  • SQL procedure
  • Entity Framework
  • MSSQL, Sqlite3, MySql
  • GitHub, GitLab
  • Amazon Web Service(AWS)
  • Google Cloud Platform(GCP)

Side Projects

Instagram Scraper with a post analysis program  

A program that scrapes instagram posts automatically and shows the relations of hashTags in 3-D form. The goal is to perform an easy lookup table for the most recent HashTags with their relations. 


Bio-Simulation program 

 A simulation program with many self-defined creatures that has several options, such as moving, attack, retreat, ....etc, which interact with the environment. The project goal is to perform if the creature can make decisions with deep learning techniques. ( Reinforcement Learning - Q table and deep learning table)


Startup Website (Including front end & back end) 

A website used for my startup business. Construct with Html, Css, Javascript, C# (backend) and Sqlite3(Database).


Stock Scraper with Predicting program 

Crawl stock data from TWSE and TaiwanIndex daily with data pre-processing. Predict stock average ROI with multiple models. Such as  SVM, Decision Tree, Random forest, K Nearest Neighbor, MLP ....... etc . 


Task manager and Accounting program  

A light weight, easy to use task manager and accounting program with no GUI involved.

Future Plan

  • Reimplement algorithms and data structures. Combine these techniques into my project.
  • Improve refactoring and clean code by walking through the book "Fluent Python".
  • Improve the knowledge of Deep Learning.
  • Dive deeper into special topics, such as the Quine program, Polymorphic and Metamorphic programs.
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