Share a recent Machine Learning project
QIUWEN LUO
PMP & CISA Certified IT Project Manager | 10+ Years | IT/Digital/FinTech/AI | Fluent Mandarin | Open to Mid-Senior Roles in Hong Kong (SOE/Tech Focus) | Let's Connect on AI Opportunities
We successfully developed and deployed a cash flow prediction model for a retail business, all within a single day. This was achieved by leveraging virtual data from Kaggle, with key influencing factors including holidays, oil prices, and store location distribution.
With the support of Grok, we trained the model to forecast the retailer's cash flow. The application was then containerized using Docker and deployed to the AWS cloud, showcasing rapid development and deployment capabilities in a real-world scenario.
This project highlights the power of agile ML development and cloud infrastructure in delivering timely financial forecasting solutions.
#MachineLearning #CashFlow #Forecasting #RetailTech #DataScience #AWS #Docker #AI #Grok #Kaggle #CloudComputing #BigData #PredictiveAnalytics #FinTech