Programming Languages: Python, Java, C/C++, JavaScript, MATLABBig Data Tools: TensorFlow, Hadoop, Hive, Spark, Cloudera, Airflow, Numpy, Pandas, SklearnDatabase: MySQL, MongoDB, Cassandra, AWS, BigTableMachine Learning models and technique: Profile/ Hidden Markov Models, Support Vector Machines, Convolutional Neural Networks, Recurrent Neural Networks, AdaBoost/Boosting, Random ForestEXPERIENCE SUMMARY• Applied Visualization tools such as Tableau Desktop, Tableau Server to generate various dashboards and reports• Handled massive datasets with MongoDB on data modeling and transformations• Used Python, Java, MATLAB, machine learning algorithms to demonstrate, develop predictive statistical procedures• Processed data mining with structured datasets to obtain further business insights• Machine Learning, using Hidden Markov Model to train and detect undetectable Malware classified 98.2 %, generated highly effective anti-signature strategy• Machine Learning, using Neural Network to Prediction Movie Ratings predicted all ratings customer gave movies in qualifying dataset based on information in training datasets• Machine Learning, using Support Vector Machine to improve Image Spam Detection detect Image Spam Detection by metadata features, color features, texture features, shape features, and noise features
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Software EngineerComcast Sep 2016 - Jun 2022• Developed and maintained data analytics platform constructed by Apache Spark, Hive, Pig, HBase, HDFS reducing 20 hours weekly from generating finance reports manually by using Python, Linux shell scripts• Created interactive dashboards using Tableau dashboards, Looker dashboards to visualize data and provided real-time monitoring capability• Improved 40% productivity and security by updating backend API version in Cloud system by AWS Lambda, API Gateway, Step Function, Macie, AWS Secret Manager• Developed and implemented data anonymization techniques, conducted PII assessments on large datasets to identify, mitigate privacy risks and ensure data privacy, comply with data protection regulations• Developed predictive models using machine learning algorithms to provide insights and recommendations to stakeholders based on subscriptions and viewership data• Collaborated with cross-functional teams to design and implement data-driven solutions and transfer knowledge for new internal tools in Hadoop environment• Collaborated with marketing and sales teams to identify growth and improvements, conducted A/B testing to evaluate the impact of targeted marketing campaigns on user behaviors • Conducted exploratory data analysis and data cleaning for large datasets, performed task as Tableau server administrator -
Software Development EngineerWaymo Mar 2014 - Aug 2016Mountain View, Ca• Created parking map, reduces 50% time for testing drivers.• Used internal tools to mapping HD map by collected complex data gathered from its advanced suite of sensors• Tested behaviour of new updated software to software development team• Participated in Data Platform Experience team, contributed towards creating ETL tools which improved experience of Data scientists and business analysts.• Collaborated with cross-functional teams to deliver new features for people with disabilities
Dinah Lee Education Details
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Computer Science
Frequently Asked Questions about Dinah Lee
What is Dinah Lee's role at the current company?
Dinah Lee's current role is Software engineers.
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Dinah Lee attended San Jose State University.
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1gccaz.edu
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Dinah Lee
Insurance Verification Supervisor At Northeast Georgia Diagnostic Clinic. On A Mission To Lead, Train, And Develop Others As I Move Up The Revenue Cycle.Atlanta Metropolitan Area2ngdc.com, ngdc.com -
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