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Wurde aktualisiert 4 Sep 2018
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Created by
Sanhe Hu
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Sanhe H1B Transfer
By
Sanhe Hu
29 Aug 2018
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299
login.gov analytics ETL
By
Sanhe Hu
28 Dez 2018
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265
Perioden
(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
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