Auteurs
Created bySanhe Hu
Attachments
Périodes
(4 months)
Mathematically analyze our history data
to build the following initial models:
- Products based models
- Time series models
- Finance based models
Contributor:
- Data Scientist Sanhe Hu(4 months)
Engineer backend data and
establish software system that
meets the following requirements:
- Business operation friendly
- Easily query the data
- Easily to analyze the data
- Flexible
- Expendable
- Scalable
Contributor:
- Data Scientist Sanhe Hu(4 months)
Build a prototype data model using
relational database,
cloud data warehouse.
Contributor:
- Data Scientist Sanhe Hu(3 months)
Build a data visualization system to
display the analysis results of
products, inventories, sales,
logistics, and finance information.
Contributor:
- Data Scientist Sanhe Hu
- Software Developer(4 months)
Prototype optimization algorithms
for the following areas:
- Optimize the supply chain system
to reduce the inventory level
and reduce delivery time
- Optimize the purchasing system
to reduce raw material costs
- Optimize products offering
to maximize profit
- Optimize customer selection
to target different markets
- Optimize borrowing and
payment terms
to reduce financial costs
Contributor:
- Data Scientist Sanhe Hu
- Software Developer(6 months)
Build the following modules
for a complete software:
- Automatic data pipeline module to periodically clean
and transform the data (ETL) into user-friendly format
and standardize the above-mentioned analysis procedures
and eploy to AWS Lambda consumed by other modules.
- A scheduler module to control when to run the pipeline
- A controller module to start the analysis
Contributor:
- Data Scientist Sanhe Hu
- Software Developer(6 months)
Build a complete software package for internal trial(4 months)
Build a beta version of the commercial software
for potential customers to try(4 months)
Build and release a commercial software package
along with IT infrastructure
Comments