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King Hang Siu
King Hang Siu

AI Specialist

MSc in Data Analytics

ABOUT ME

DETAILS

- A highly self-motivated and passionate AI enthusiast

- Specialize in predictive modeling, time series analysis and quantitative analysis

- Top 10 in a global AI prediction contest

- AI mobile app developer with expertise in full lifecycle development

- Extensive experience with using Generative AI such as Stable Diffusion, ChatGPT

AWARDS

PROJECTS

EXPERIENCE

DETAILS

RWE Supply & Trading GmbH, Germany / Master Thesis Research

Aug 2023 - March 2024

- Implemented AI predictive model using PyTorch, LightGBM and darts for predicting Dutch Gas balancing signals over the next 5 to 12 hours using technical analysis indicators, weather data, power forecast data, etc.
- https://github.com/ttterence927/MTSPC-GPT/

Large Language Models (LLM)
Time Series Analysis
Python
Pytorch
LightGBM
Visualization of Gas Balancing Predictive Indicators

RWE Supply & Trading GmbH, Germany / Working Student - Market Data IT Team

Nov 2022 - Aug 2023

- Developed Market data API Python Package, integrating external power and weather data sources.
- Simplified in-house data onboarding using C# and Python.

Python
C#
Git
CI/CD
Azure DevOps
Databricks

Universität Hildesheim, Germany / Research Assistant

Nov 2021 - Mar 2022

- Lead Machine Learning lab sessions, assess student work, and clarify solutions with explanations in Python.

Python
Machine Learning
Machine Learning Concept

Hundsun Ayers Technologies Limited, Hong Kong / Programmer

Jun 2019 - Sep 2020

- Generated technical indicators such as RSI based on historical data from SQL Server database.
- Developed multi-thread application to handle real-time market data such as Hong Kong Exchange(HKEX) and Shanghai Stock Exchange(SSE).
- Developed C# tool to test in-house market data, modify and replay Wireshark packet files.

C#
SQL
OOP

ASTRI, Hong Kong Applied Science and Technology Research Institute / Full-stack Developer, Intelligent Software & Systems

Jun 2018 - Sep 2018

- Carried out an individual project named Certification with Blockchain, which is a mobile app about sending studying certification through smart contract.

Amazon EC2
Vue.js
Node.js

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@King Hang Siu