Data Science, Software Engineering, Financial Analysis, Risk Managemen

Sheung Hang Sean Kan

*******@***.*** +1-706-***-**** Github Profile: https://github.com/seankan1128 Work Experience

Investment Software Development Part-time Nov 2020 – June 2021 Futec Financial Hong Kong

Developed & enhanced effective programs & data structures that successfully meet the objective.

Performed other related duties as assigned.

Software development lifecycle, open source, and innovation

Actively participate in code reviews with openness to constructive feedback as well as to provide feedback to others. Investment Risk Data Analysis Intern Jul 2018 – Dec 2018 Hang Seng Bank – Head Office Hong Kong

Reviewed and analyzed monthly technological risk reports for monitoring internal risks; the accuracy of the reports increased, and offices are more prepared for external audits. (i.e., ex-ante, ex-post, liquidity test, and stress test)

Assisted in project management responsibilities that upgraded the financial reporting system for the internal office; gained valuable insights into the data migration process.

Designed Excel spreadsheets that utilize macros and VBA to automatically generate reports to improve the efficiency of communication during the implementation of new business processes.

Produced the risk report reviewing guideline; reduced the time taken in reviewing process and increased ease of handover.

Education

University of Georgia Aug 2021 – May 2023

MSc in Computer Science United States

cGPA: 3.7/4.0

Course took: Data Science II, Java Object-Oriented Programming, Data Structure, Software Engineering, Algorithm, Advanced-Data Intensive Computing, Computer Network and Application, Advanced Software Engineering, Knowledge- Based System

Hong Kong University of Science and Technology Sep 2016 – May 2021 BSc in Risk Management and Business Intelligence Hong Kong

Second Class Upper Division Honor

College of Art and Science, Indiana University Bloomington Jan 2019 – May 2019 Exchange Program United States

Equipped with solid skills in python, R programming, statistics models, and Inference from top scholars in the states. Queen Elizabeth School Sep 2009 – May 2016

Specialized Subject: Business, Accounting and Financial Studies, Physics Hong Kong Qualification

Financial Risk Manager Part I May 2019 – Present

Showed well understanding of the topics of foundations of Risk Management, Quantitative Analysis, Financial Markets, and Product, Valuation, and Risk Models

International English Language Testing System Sep 2020 – Present

Overall level 7.5. Showed operational command and well handling of the English language. Skills

Mathematics: Applied Statistics, Linear Algebra, Calculus, and Multi-variable Calculus Programming Language: Java, C, C++, Python, Excel VBA, R, CLIPS, Bloomberg Terminal Business Related: Operation Management, Financial Accounting, Macro Economics, Information Systems Python Packages: OpenCV, Pandas, NumPy, Scikit-learn, TensorFlow, Pytorch, LightGBM, XGBoost, GridSearchCV Projects

1690STOCK, Futec Financial Nov 2020 – Jun 2021

An Investment Application used in Hong Kong, originally created by the team of Futec Financial with simple buy-in and out functions. Added with stock purchasing competition function inside the app during my period of employment. Default Prediction Model Based on Credit Record, University of Georgia Sep 2021 – Dec 2021

Gradient Boosting Classification Model that predicts client default possibility using GridSearchCV, LightGBM. Able to predict at an accuracy of over 80%.

Trade Signal Model based on Text Mining on Stock Forums, University of Georgia Sep 2021 – Dec 2021

A trade signal model based on sentiment analysis using BERT on the Chinese stock forum GUBA. Models include gradient boosting and neural networks that use text and stock prices to predict buy-in signal, with over 60% accuracy. Online E-Booking System, University of Georgia Jan 2022 – May 2022

An online movie booking system developed using Java and JavaScript in the Spring Boot Framework, MVC model. The method for development is the agile method.

Stock Prediction using Bi-LSTM and Attention mechanism, University of Georgia Jan 2023 – May 2023

A Stock prediction model using yfinance input with Bi-LSTM model and attention mechanism.

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