Yiukit Cheung Email & Phone Number

Edmonton, AB, CA

Edmonton, Alberta, Canada

• Created a revolutionized financial data platform Web application inspired by Lambda architecture, Time-Series ML, and finance statistics which aims to helping individual investor profit from financial market.
• Designed and built an efficient ETL pipeline using Redis, MongoDB, PostgreSQL, WebSocket, and Apache Kafka to filter stocks based on complex technical indicators. Achieved a 30% increase in profitability over the.
• Created an innovative visualization via Streamlit for the CondVest platform that focuses on presenting only key insights, simplifying navigation and enhancing user experience, allowing individual investors to make.
• Utilized Docker to containerize the CondVest application, enabling consistent deployment across development and production environments.

Sydney, New South Wales, Australia

• Led and managed a team to engineer a new Transformer model-driven solution framework for regional wildfire risk prediction, facilitating Fyto’s entry into a business market valued at over 700 million dollars.
• Developed an end-to-end, configuration-driven MLOps pipeline to automate geo-spatial and temporal data processing, as well as recursive model training, ensuring pertinent model deployment.
• Designed and validated a Transformer architecture incorporating a custom stratified sampling technique and advanced robust loss function to produce evaluation results of their potential in wildfire prediction tasks.
• Designed and implemented a live interactive dashboard to monitor the model prediction performance

Edmonton, Alberta, Canada

• Prepare data for analytical purposes by performing big data transformation, cleaning, and consolidation on inconsistent data (>20 million rows) via Power Query and Python.
• Present the potential benefits of the business idea by producing a final report with intuitive and informative plots that show key findings through Tableau and Pivot Table
• Deliver a business process vector graph that summarizes a >50 pages business proposal.
• Conducted market research to identify business issues and coordinated with multiple department managers to suggest solutions that resulted in resource savings of 30%

Master Of Science - Ms, Data Science, 3.6

- Engineered a sophisticated multimodal neural network, integrating BERT and ResNet-108, for efficient execution of multi-label.

Bachelor Of Science - Bs, Specialization In Statistics, 3.5

- Utilized R to perform survival analysis, execute tailored-designed statistical comparisons, and apply advanced machine learning.

Bachelor Of Applied Science - Basc, Statistics

Bachelor Of Applied Science - Basc, Statistics