Taiwan
Chu Hsin Lo
Phone : +886 988246871
Email : [email protected]
Github : https://github.com/lochuhsin
LinkedIn : https://www.linkedin.com/in/lochuhsin/?locale=en_US
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
Glaibo Digital Co. Ltd
July 2021 — Employed
Data Scientist - Full Time
Projects :
- Redesign and expand “cash out” in sports betting system. Increasing the company's regular user number by almost 50%.
- Increase customer clustering accuracy over 30% by using unsupervised learning. (Self Organized Map)
- Introduce airflow data pipeline and machine learning pipeline using Apache airflow. Increase data team working efficiency.
- Main designer of recommender system for 1 k+ product platforms.
Titansoft Pte Ltd
Feb 2020 – July 2020
Full Stack Engineer — Intern
Projects :
- Optimize the internal course website, remove redundant APIs, redesign several features and interface. Increase company employee using experience.
- Build multi-model applications to monitor product status and prevent sudden risks or unusual events by using deep learning techniques.
Getting a practical understanding of the Agile working style.
KEKCC
Mar 2019 – Jul 2019
Data Scientist — Intern
Projects :
- Build statistical models and data pipelines to construct structured data. Increase team working efficiency by at least 20%.
- Build several deep learning models to predict energy leaks by measurements produced by experiments (Belle2 High Energy Lab). Increase 34% of energy measurement accuracy.
CloudMed Pte Ltd
Jul 2018 – Feb 2019
Software Engineer — Intern
Projects :
- Building models using inceptionV3 and Yolo for da Vinci Surgical System surgery navigation system and Organ recognition. Improve identifying organ capability to blood vessel scale.
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
- TensorFlow, XGBoost, Scikit-Learn
- Plotly
- Apache Airflow
- PySpark
- Socket
- .NET Core
- SQL procedure
- Entity Framework
- MSSQL, MySql
- GitHub
- Google Cloud Platform
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 Hash Tags with their relations.
Bio-Simulation program
A simulation program with many self-defined creatures that have 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)
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.
Future Plan
- Follow the latest deep learning tech in https://www.stateoftheart.ai/models
- Getting more experience of large scale systems and complex problems.
- Deeper knowledge design pattern and experience.
- Learning graph neural network (Graph representation learning)
