Ethan Lo
AI x FinTech x MarTech
Artificial intelligence engineer, Financial Data Engineer
0902293781
Taipei, Taiwan. New York, USA
Skills
AI-Deep Learning
- NLP
- CNN
- GAN
- DQN
- Pytorch
- YOLOv5
- RNN - LSTM
- TensorFlow / Keras
- Reinforcement Learning
AI-Machine Learning
- KNN
- SMV
- RandomForest
- LogisticRegression
- TensorFlow / Keras
- Decision tree learning
Python
- Web Crawler
- Program Trading
- Image Processing
- Algorithmic Trading
- Automated process optimization
Language
English
- Listening: Enhance
- Speaking: Enhance
- Reading: Enhance
- Writing: Enhance
Mandarin
- Listening: Native
- Speaking: Native
- Reading: Simplified and Traditional Chinese
- Writing: Simplified and Traditional Chinese
Education
Borough of Manhattan Community College
CUNY Language Immersion Program, Full-time student
2019 - 2021
National Taipei University of Business
Business Administration, Bachelor of Business Administration
2016 - 2018
National Taipei University of Business
Business Administration, Associate degree
2011 - 2016
Work Experience
AI and Deep Learning Application Talent Development Class, Trainee
Industrial Technology Research Institute
05/2021 - 07/2021
Taipei, Taiwan
Learn and implement AI application related theories and technologies, and present a special report [Image Identification for Self-Driving Cars].
Head office, Sales Marketing 1, Assistant Manager
KGI Futures Co. Ltd.
08/2020 - 04/2021
Taipei, Taiwan
Assist clients in dealing with futures trading matters.
General Merchandise, Crew.
Target Corporation
10/2019 - 03/2020
Manhattan, New York
Provided great customer service, processed purchase and shelf related operations.
Front of House (FOH) Team Member
BAO Tea House
06/2019 - 10/2019
Manhattan, New York
Provided sales strategy suggestions, improved customer satisfaction (Google Map review increased from 3.2 to 4.5), checkout and made drinks.
Information and Network Center, Office Assistant
National Taipei University of Business
09/2011 - 06/2018
Taipei, Taiwan
Assisted in processing daily office duties and contacted with external mechanism.
Projects
Combine artificial intelligence and multiple domain knowledge to create competitive products.
Artificial intelligence
Image Identification for Self-Driving Cars
Combine image recognition, deep learning and mechanical learning in the AI field to create an image recognition system with high-speed portability.
- openCV
- YOLOv5
- GAN, VGG19
- RandomForest
- LogisticRegression, SMV,
- TensorFlow / Keras, Pytorch
Forecast the Trend of TSMC by LSTM
Use LSTM - long short-term memory model to predict stock prices. Use the online database to flexibly update the subject.
- RNN - LSTM,
- FinMind - Taiwanese Online Database Connection
FinTech
Program Trading
Combining trading strategies and brokerage APIs to transform strategies into program trading
- Backtesting of Taiwan Index Futures and Option Strategy
- Taiwan Index Futures, Option Program Trading
- Connect Yuanta Futures API & Smart API
- Connect KGI Futures API & GOrder API
Web Crawler
Used crawler technology to quickly and automatically obtain financial market real-time information.
- Taiwan Futures Exchange Daily Futures Settlement Price
- Taiwan Futures Exchange Daily Option Settlement Price
- Taiwan Securities Central Depository 52-week equity change statement
MarTech
FaceBook Advertising Information System
Focus on the field of advertising and promotion, and use Selenium to implement the Waterfall website crawler. Automatically collect the list of members of the public club and deliver advertising information to target audience.
Automatic Temperature Report Form
Since the epidemic, more and more companies have a mechanism for employees to fill in their body temperature daily. How to effectively reduce the waste of human resources is the original intention of this project.
