高绪敏 Email & Phone Number

北京

项目一：通过线性回归，GBDT，LSTM等建立算法模型预测店铺销售额，通过逻辑回归，Softmax， SVM，XGBoost等建立算法模型，识别店铺销售额欺瞒行为。项目二： 通过关联规则算法，对商场销售数据进行分析，对商品的关联关系进行分析。数据量较大，通过在Spark集群上运行Scala编写的关联规则实现。项目三：建立推荐引擎系统，对app用户进行推荐商品/活动，涉及到ItemCF,UserCF，FM等算法。Project1: Applying Linear Regression, GBDT, LSTM and etc to establish algorithm modeling, in predicting the shop sales amount; Applying Logic Regression, SVM, XGBoost, Softmax to classify the cheating behavior when shop reporting its sales amount (in order to lower the rent).Project 2: Build the recommend system from 0 to 1, and to recommend campain and products to users according to their respective features, algorithm applied are ItemCF, UserCF, FM and etc.Project 3: Image processing and recognition using OpenCV, mainly on size measuring of manufacturing products through images, OCR to recognize charactor from PDF and images and etc.

中国 北京

●项目一：国际财务报表标准IFRS9项目，作为BI架构师和高级开发的角色参与， 工作内容包括项目需求分析，架构设计，集成测试，用户测试。开发内容包括风险控制及财务数据集成，各类风险控制及财务指标的计算， 数据仓库搭建和报表展现。●项目二：贷款业务数据仓库搭建及集成，计算总部需要的指标。主要使用的是MSBI。Project1: Data warehouse building and IFRS 9 reporting project. As BI architect and senior BI developer, main work includes data warehouse design and report design, development of data integration, building data warehouse, data modeling to calculate IFRS 9 financing index.Project 2: Data warehouse building and calculate the index required by HQ, integrate calculated index to HQ system.

中国 北京

●项目一：库存管理项目，参与SQL方案设计, BW数据建模以及Qlikview报表展示部分的方案设计以及开发，参与整个项目的预算管理，进度管理，以及与ERP，集成，Java WebUI等其他团队的沟通协调。这个项目的产出是成品以及部件的库存报表，目的是预防库存短缺及过量的风险。●项目二：订单、发货及未完成订单的报表项目。SQL方案设计,BW建模对数据进行适当的处理，以BO报表来展示。这个项目是为了统计监控订单发货情况，保证订单高效的服务。●项目三：订单预测以及部件采购预测项目，这个项目是通过对未来半年的订单做预测，拆分成部件的预测，发给供应商，从而收集供应商的承诺，提前预知并预防缺货等情况，保证能够顺利的供货。并参与了下面的工作：●参与salesforce.com系统的上线，包括需求分析，测试，以及运营，参与salesforce.com系统的增强，与公司其他系统进行自动的数据●创建并维护部门网站Project1: Inventory Management Reporting projectWork on the SQL solutions, BW (SAP data warehouse) solution and Qlikview reporting solution part. Coordinate with SAP ECC function team, Java WebUI team, integration team, and SQL team to output Qlikview report. This project is to deal with the parts inventory and Finished Goods inventory in ODM/in house plants, to detect the risk of short of inventory, to avoid the cost caused by obsolete/excess inventory, Project 2: Sales Order/Shipment/Open Order Reporting projectWork on the SQL solution, BW solution, BO reporting for sales order data, Shipment data, open order data. This is to calculate KPI of order processing/shipping service.Project 3: Forecast/Demand No Supply Reporting projectWork on the SQL solution, BW modeling solution/Qlikview reporting solution part, dealing with sales forecast data and detect the risk of demand with no supply.And Take part in the enablement and enhancement of Salesforce.com sysem in 3 regions, including pre-communication, testing and post project maintenance.Create and maintain team website.

硕士, 应用统计学

硕士, 生物学

本科, 生态学