I'm a Data Scientist and Treasury Associate with a passion for transforming complex data into actionable insights and innovative solutions. With over 3 years of hands-on experience in finance, analytics, blockchain technology, and AI development, I specialize in:
- 💡 Building automated workflows and intelligent systems using Blockchain APIs, Machine Learning, and AI
- 📊 Creating interactive dashboards and data visualization tools that drive strategic decision-making
- 🔗 Leveraging blockchain technology for treasury operations and financial innovation
- 🤖 Developing AI-powered solutions including GPT-based automation and NLP systems
- 🚀 Contributing to open-source projects and blockchain communities (SUI, Freqtrade)
Currently: Treasury Associate at Crypto.com | Former: Data Analyst at Hong Kong Economic Times Group (U Lifestyle) and Data Science Intern at A.S. Watson Group
Treasury Associate @ Crypto.com
June 2024 - Present | Hong Kong
- 🔧 Treasury Automation: Engineered and deployed automated treasury workflows using Blockchain APIs, reducing manual reporting time by 40% and streamlining operational processes
- 📈 Data Visualization: Developed interactive dashboards with Tableau and Google Looker Studio to provide real-time insights for blockchain and trading teams
- 🎯 Impact: Enhanced decision-making efficiency and operational transparency through data-driven analytics solutions
- 🛠️ Tech Stack: Blockchain APIs, Python, Tableau, Google Looker Studio, SQL, AWS
Data Analyst @ Hong Kong Economic Times Group (U Lifestyle)
June 2023 - May 2024 | Hong Kong
- 📊 Business Intelligence: Built comprehensive business dashboards using AWS QuickSight, AWS Athena, and Google Looker Studio, delivering actionable insights that increased team productivity by 30%
- 🤖 AI Development: Developed and deployed a GPT-powered auto-comment bot to streamline editorial content workflows and improve user engagement
- 📱 Analytics Integration: Leveraged Google Analytics, Data.ai, and custom data pipelines to track and optimize content performance across digital platforms
- 🎓 Machine Learning: Implemented ML models for content recommendation and user behavior analysis
- 🛠️ Tech Stack: AWS (QuickSight, Athena, S3), Python, SQL, Google Analytics, Google Looker Studio, OpenAI API, Data.ai
Data Science Intern @ A.S. Watson Group
October 2022 - May 2023 | Hong Kong
- 🔍 NLP Enhancement: Improved the Retail NLP system on Databricks, increasing prediction accuracy by 15% through advanced natural language processing techniques
- 🔄 Data Integration: Created automated Python functions to seamlessly integrate Oracle and Azure databases, reducing data processing time by 25%
- 🚀 Search Optimization: Optimized the SRC model for keyword selection, significantly boosting search efficiency and user experience
- 🛠️ Tech Stack: Databricks, Python, PySpark, Oracle, Azure, NLP, Machine Learning
February 2022 - October 2022 | Hong Kong
- 🎨 Web Development: Designed and developed responsive websites using HTML, CSS, and JavaScript, delivering modern and user-friendly interfaces
- 📊 Data Analysis: Conducted comprehensive data analysis to support client projects, improving client satisfaction by 20% through data-driven design recommendations
- 🛠️ Tech Stack: HTML, CSS, JavaScript, Python, Data Analysis Tools
August 2021 - February 2022 | Hong Kong
- 📋 Administrative Excellence: Supported office operations and client coordination, streamlining processes and contributing to a 15% increase in client engagement
- 🤝 Client Relations: Enhanced communication workflows and organizational efficiency through effective stakeholder management
- 🛠️ Skills: Office Administration, Client Communication, Project Coordination
Expected Graduation: 2025
- 🏅 IBM Data Science Professional Certificate (2022)
- Comprehensive program covering Machine Learning, Data Analysis, Python, SQL, Data Visualization, and Statistical Analysis
- 🎓 Google Analytics Certification
- 📊 AWS Cloud Practitioner (In Progress)
- Automated blockchain treasury workflows and reporting systems
- Built real-time monitoring dashboards for trading and blockchain operations
- Technologies: Blockchain APIs, Python, Tableau, Looker Studio
- Developed an AI-powered content automation system for editorial workflows at HKET Group
- Implemented natural language generation for context-aware commenting
- Technologies: OpenAI GPT API, Python, AWS Lambda, SQL
- Created comprehensive BI dashboards for digital content analytics
- Integrated multiple data sources (Google Analytics, Data.ai, AWS)
- Technologies: AWS QuickSight, Athena, Google Looker Studio, Python
- Developed and shared algorithmic trading strategies on GitHub
- Active contributor to the Freqtrade community
- Technologies: Python, Pandas, Technical Analysis
- Active contributor to SUI blockchain ecosystem
- Participated in community initiatives and technical development
- Technologies: Blockchain, Move Language, Smart Contracts
- Enhanced A.S. Watson's Retail NLP system on Databricks
- Improved accuracy by 15% through advanced NLP techniques
- Technologies: Databricks, PySpark, NLP, Machine Learning
- 🐍 Python (Advanced) - NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch
- 🗄️ SQL (Advanced) - PostgreSQL, MySQL, Oracle, MS SQL Server
- 💻 JavaScript (Intermediate) - React, Node.js, ES6+
- 🌐 HTML/CSS (Intermediate) - Responsive Design, Bootstrap, Tailwind CSS
- 📊 R (Basic) - Statistical Analysis, Data Visualization
- 📊 Statistical Analysis & Hypothesis Testing
- 🤖 Machine Learning (Supervised & Unsupervised Learning)
- 🧠 Deep Learning (Neural Networks, CNNs, RNNs)
- 📝 Natural Language Processing (NLP)
- 🔮 Predictive Modeling & Forecasting
- 📈 Time Series Analysis
- 🎯 Feature Engineering & Model Optimization
- ☁️ AWS - QuickSight, Athena, S3, Lambda, EC2, RDS
- 🌩️ Azure - Azure Data Lake, Azure ML
- ⚡ Databricks - PySpark, MLflow, Delta Lake
- 🔥 Google Cloud Platform - BigQuery, Cloud Storage
- 📊 Tableau (Advanced)
- 📈 Google Looker Studio (Advanced)
- 📉 Power BI (Intermediate)
- 📱 Google Analytics (Advanced)
- 🎨 Plotly, Matplotlib, Seaborn
- 🔗 Blockchain APIs (Integration & Development)
- 💰 Cryptocurrency Trading & Analytics
- 🔐 Smart Contract Understanding
- ⛓️ SUI Blockchain Development
- 📊 On-chain Data Analysis
- 🤖 OpenAI API (GPT-3.5, GPT-4)
- 🔄 Process Automation (Python Scripts, AWS Lambda)
- 🎯 AI-Powered Content Generation
- 📧 Automated Reporting Systems
- 🔀 Git & GitHub (Advanced)
- 👥 Collaborative Development
- 📦 CI/CD Pipelines
- 🎯 Strategic Thinking & Problem Solving
- 📊 Data-Driven Decision Making
- 🤝 Cross-Functional Collaboration
- 📈 Project Management & Agile Methodologies
- 💬 Technical Communication & Presentation
- 🌟 Leadership & Mentoring
- 🔐 Advanced Blockchain Development - Exploring smart contract development and DeFi protocols
- 🤖 Large Language Models - Building advanced AI applications with GPT-4 and Claude
- ☁️ Cloud Architecture - Pursuing AWS Solutions Architect certification
- 📊 Advanced Analytics - Real-time data streaming and processing with Apache Kafka
- 🎯 Trading Algorithms - Developing sophisticated algorithmic trading strategies
- 🔗 Blockchain & DeFi - Decentralized finance, smart contracts, Web3 applications
- 🤖 Artificial Intelligence - Generative AI, computer vision, reinforcement learning
- 📊 Financial Technology - Algorithmic trading, risk management, portfolio optimization
- 🌐 Data Engineering - Building scalable data pipelines and infrastructure
- 🎮 Gaming Analytics - Player behavior analysis and game economy optimization
"I believe in the power of data to transform businesses and create positive societal impact. My mission is to design and develop AI and blockchain solutions that make data accessible, actionable, and impactful for everyone."
- ✅ 3+ years of professional experience in data science, analytics, and treasury operations
- ✅ Proven track record of delivering measurable results (40% time reduction, 30% productivity increase)
- ✅ Full-stack data expertise - from data collection to visualization and deployment
- ✅ Cross-industry experience - Finance, Media, Retail, Blockchain
- ✅ Continuous learner - Always exploring new technologies and methodologies
- ✅ Team player - Excellent communication and collaboration skills
- ✅ Innovation-driven - Passionate about leveraging cutting-edge technologies
When I'm not coding or analyzing data, you'll find me:
- 🎮 Gaming - Strategy games and competitive gaming
- 🏀 Basketball - Playing pickup games and following the NBA
- 👨🍳 Cooking - Experimenting with new recipes and cuisines
- 📚 Reading History - Exploring historical events and their impact on modern society
- 🌍 Community Engagement - Contributing to open-source projects and blockchain communities
- 🎬 Content Creation - Sharing knowledge through social media and blogs
I'm always open to interesting conversations, collaborations, and opportunities. Whether you want to discuss:
- 💼 Job Opportunities - Data Science, AI/ML, Blockchain, Analytics roles
- 🤝 Collaborations - Open-source projects, research initiatives
- 💡 Ideas - Innovative projects, startup concepts, technical challenges
- 📚 Knowledge Sharing - Speaking engagements, mentoring, technical workshops
- ☕ Coffee Chat - Networking, industry insights, career advice
Feel free to reach out through any of these channels:
📧 Email: bryan0217@gmail.com
🌐 Website: reweatherport.github.io/profile
💼 LinkedIn: linkedin.com/in/bryan-weather-chung
🐙 GitHub: @ReWeatherPort
📊 Kaggle: bryanchungweather
🐦 Twitter: @ReWeatherPort
📸 Instagram: @weathers_daily_work