• Three years of experience in machine learning and deep learning algorithm models. During the internship, the projects were mainly in the field of CV, involving video super-resolution,video recommendation and medical image segmentation. Familiar with CNN, GAN, ResNet algorithm and related variants, able to use TensorFlow to build deep learning models; The contribution made to the project during the two internships was recognized by the leaders, colleagues and customers, so won two chances to become a regular employee.• During formal work, mainly responsible for or participate in projects in the three fields of precision marketing, recommendation system and financial risk control; Proficient in Xgboost, LightGBM, LR and other general machine learning algorithms; Understand the principle of collaborative filtering, Wide&Deep, DeepFM and other algorithms in the direction of recommendation system, and have relevant project landing experience; Have been exposed to the application of graph database related technologies in marketing algorithms or recommen-dation systems, and have practiced based on Neo4j or Nebula Graph; The annual performance evaluation was excellent during the in-service period.• Love sports, have good communication and team cooperation ability, during the period of school served as school basketball team captain won several the championship, and gained the MVP award; Passionate about the algorithm industry, with strong self-drive, and attention to detail.
Baofu Technology Co., Ltd
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Algorithm EngineerBaofu Technology Co., Ltd
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Algorithm EngineerBaofu Network Technology Co., Ltd Jul 2021 - Present• Responsible for the design and development of the recommendation algorithm for the product recommendation column on the home-page of app, including feature engineering,data analysis,model construction,sorting and recall, etc.,providing personalized recommendations of investment and wealth management products for customers, and driving business growth with algorithms• Based on marketing related data products,the model is developed to mine the crowd division strategy,generate the target customer group package, and provide guidance for the advertising delivery reach of microloans• Based on the historical samples performance, the relevant data are backtracked to establish a risk control model, and the Xgboost or LGB scoring model is output to provide customers with scores as reference in the whole process of lending• Responsible for the development and optimization of SQL automatic generation logic code for three core modules of the commercial full-link data analysis platform project: user portrait, retention analysis and thermal analysis, to help users achieve digital management• Responsible for the establishment of the federal learning platform in the privacy computing system project, using the open source frame-work and encryption algorithms to ensure the joint modeling and deployment of data from multiple data holders without leaving the local area, so as to ensure the security and compliance of data during use
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Algorithm InternGreen Valley Pharmaceutical Co., Ltd Mar 2021 - Jun 2021• Participated in brain medical imaging related projects, assisted the team to build AI models to segment brain nuclear magnetic i maging lesions, provided relevant analysis data to support the research and development of Alzheimer's disease drugs, and followed up cutting-edge algorithms in medical image segmentation and registration
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Algorithm InternOriental Pearl Group Co., Ltd Oct 2020 - Jan 2021• Participated in the development of recommendation system in video website, calculated the similarity between users or videos based on collaborative filtering, used matrix decomposition, deep learning and other means to generate embedding vectors of users or videos, and assisted the team to improve the accuracy of personalized recommendation results• Responsible for following up and replicating cutting-edge algorithms in the field of computer vision and deep learning, and assisting the team in the research and development of image and video super resolution/denoising/de blurring, object detection, face recognition, OCR, advertising recognition system and other related projects
卢为君 Education Details
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Shanghai University Of Engineering ScienceControl Engineering(Intelligent Algorithms) -
Shanghai University Of Engineering ScienceElectrical Engineering And Automation
Frequently Asked Questions about 卢为君
What company does 卢为君 work for?
卢为君 works for Baofu Technology Co., Ltd
What is 卢为君's role at the current company?
卢为君's current role is Algorithm Engineer at Baofu Technology Co., Ltd.
What schools did 卢为君 attend?
卢为君 attended Shanghai University Of Engineering Science, Shanghai University Of Engineering Science.
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