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Richard Guo

Data Engineer (Contractor through Trilyon, Inc)

Irvine, California

Section title

Richard Guo's Email Addresses & Phone Numbers

Richard Guo's Work Experience

Samsung Electronics

Data Engineer (Contractor through Trilyon, Inc)

Prediction Project

Machine Learning & Deep Learning Study

CAKE (getCAKE.com)

Data Engineer

January 2018 to December 2018

Newport Beach, California

Richard Guo's Education

Diablo Valley College

Business/Managerial Economics

University of California, Irvine

Bachelor's Degree, Computer Science

2011 to 2014

About Richard Guo's Current Company

Samsung Electronics

About Richard Guo

đź“– Summary

Data Engineer (Contractor through Trilyon, Inc) @ Samsung Electronics Machine Learning & Deep Learning Study @ Prediction Project Applied Supervised and Unsupervised learning algorithm to predict and cluster several marketing, house data. Integrate data. Visualize result on jupyter notebook by using numpy, pandas, scipy, seaborn, sklearn, python Practice R/DNN with Tensorflow, keras, training hyperparameter on LSTM, Autoencoder, GAN, Reinforcement Learning on Dataset like Minst, write script on setting up windows, linux node for cuda gpu compution Setup Spark increase master/slave processing with MapReduce with Scala, identify partition problem to prevent reshuffle, control memory size of new or long-lived RDDs, monitor and optimize object with the old and Eden garbage collector. Apply Kryo for serialization. Build up application for spark-streaming consumer, or consume with Flume. Construct Cassandra schema to provide data for graphical analysis with gremlin console on Thinker-Top, OLAP with SolrSBT build with scala package dependency checkCreate Docker image container for all the dependency services, create Docker swarm to allow container to communicate with each other Data Engineer @ CAKE (getCAKE.com) Build up Google, Bing, Facebook API process pineline, implement AWS Lambda service in Go, Scala, c# for microprocess job. utilizing Redis cache for quick memory access, AWS SQS for event handle Build up data flow control and extraction process with AWS kinesis, utilizing Dynamo DB as checkpoint register, muti large file process with S3. Build up scalable data stream aggregation with Apache Flink, create windows function programmatically with input from other data pineline, applied RocksDB for backend state checkpoint Setup Logslash, ElasticSearch, Kibana on Linux box to output log for graphical visualization, Utilized ElasticSearch as NoSql for fast query search From January 2018 to December 2018 (1 year) Newport Beach, CaliforniaSoftware Engineer @ CAKE (getCAKE.com) Integrate third-party payment systems, Google, Facebook, Bing media tracking records through API, tune up c# to store variable under system maximum memory, schedule API in different filter to eliminate API calls and application run time.Build up Report system with Reactjs, D3.js on top of Extjs(old UI js framework) to allow UI platform embrace the new feature without re-code the whole infrastructure. Create/Alter table schema, write large store prod, update table index in MSSQL basing on Query Plan, leverage Amazon S3, DynamoDB, Redshift, Aurora as alternative storage for faster data pulling and aggregation Apply Lambda, SQS and SNS for enhance communication between nodes and applicationsKnowledge of message queuing, stream processing and batch processing From January 2015 to January 2018 (3 years 1 month) Newport, CA United StateWeb Developer(Contractor) @ Pacific Communications Build up MVC5 public website for different Botox, Eye-care brands from scratch; Front-end: Built with HTML5, CSS3, jQuery with designer PSD and AI file, fix multi-browser issues Back-end: code or database-first build for database, setup data validations locally or validate from other web service API(Google Geocode).Build WCF, Restful API for current projects and connect projects with Allergan or other website WCF, Restful API service. Setup Business Intelligence in SQL for SSIS, SSAS, SSRS operationSetup Identity component, Oauth2 to the website to allow local and external registration and login Front-End: build up high volume JavaScript, Jquery, CSS3, HTML5 on web application which focus on IPad Safari to accomplish different UI/UX graphical, animation design. Build SVG with the combination of Illustrator, CCS3, Angularjs to build complicated graphical control and animationWeb-I-Build:http://www.urologyessentials.com/ From October 2014 to January 2015 (4 months) Fullstack Web Developer @ Regency Web Services Inc Using HTML5, CSS3 SASS, Bootstrap, JQuery, build up website interface matching with graphical designDeploy Dreamweaver to FTP and manage server file, modify image in PhotoshopImplement Content Management System into the ASP.NET and Wordpress PHP projectBuild and manipulate C# or PHP backend code to construction web functions such as community blog, News, Email notificationQA test and given suggestion on Webpage functionality and interface Server , firewall, IIS Configuration From August 2014 to October 2014 (3 months) Irvine CaSoftware Engineering Intern @ Kingston Design ASP.NET Framework 4.0 web form application and its Content Management System.Build up web application from scratch, follow and implement basing on designer’s mock-up. Perform CRUD operations with EntiesFramework6 on MVC5 web projects, using Angular.JS, Ajax and JavaScript to improve client site UI. Mapping ADO.NET with DataType validation from Database. Deploy Repository.tt to auto generate business layer cs file , and routing configuration controlCreate tables, store procedures and table Value Parameters in SQL Server 2014 to prevent data injection. Applied extension tools like Web Essential, VSComand to improve the development processes.Scrum System meeting on development planning, Version control and merge code with Microsoft TFS server.Deploy Elmah to detect Server error log, Query check on maintenance website’s datas, Unit test for new function. From June 2013 to July 2014 (1 year 2 months) Fountain ValleySchool Competition & Class Project @ UC Irvine School Projects University Of California, Irvine 2012 - 2014E-commerce Webpage & Database Management with JDBCConnected MySql database with java-build Movie website using JDBC techniqueDeveloped Tomcat as server with HTML, JavaScript and AJAX to extends Shopping cart featureEmbedded SystemIntegrate LCD keyboard, speaker with Microcontroller Atmega32 to build tools, practice concepts of system utilization, Synch SMs, Task Scheduler, Control System and Pattern Recognition frameworkAdvance NetworkingInteracting several switches and routers on multi-Linux computer to test up and observe data changes between network layers, targets Static and dynamic routing, SSL, and network protocols From August 2011 to June 2014 (2 years 11 months) IrvineRestaurant POS System @ Self-Developed Restaurant POS System (Self-Developed) Irvine, 2014 - CurrentDesign system architecture and database to interact with the restaurant management and billing operationsVS C# coding for front and back-end desktop platform, Android SDK code for the Mobile platformDeploy PHP to pass Json XML data from and to both Desktop and Mobile Device platforms Autism-AppJam & MedAppJam (UCI Android App Competition) University Of California, Irvine Fall 2012Designed an Android mobile/tablet app to help doctors examine patients’ accountabilityApplied cross-filed knowledge with medical school student to create a medical application with functionality includes time reminder, direction of use and other relative medical situation supported by the built-in database. From January 2014 to May 2014 (5 months) Office Assistant @ American Ace Supplies Assisted accounting manager to file daily entries, managed receivable accountMonitored inventory delivery and storage managementAnswered customer phone calls and replied emails From April 2011 to August 2011 (5 months) San Francisco Bay Area


Richard Guo’s Personal Email Address, Business Email, and Phone Number

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Frequently Asked Questions about Richard Guo

What company does Richard Guo work for?

Richard Guo works for Samsung Electronics


What is Richard Guo's role at Samsung Electronics?

Richard Guo is Data Engineer (Contractor through Trilyon, Inc)


What is Richard Guo's personal email address?

Richard Guo's personal email address is f****[email protected]


What is Richard Guo's business email address?

Richard Guo's business email addresses are not available


What is Richard Guo's Phone Number?

Richard Guo's phone (213) ***-*113


What industry does Richard Guo work in?

Richard Guo works in the Computer Software industry.


Who are Richard Guo's colleagues?

Richard Guo's colleagues are Gong ping, Deyi Gu, Sung-Hoon Hong, Subhashis Bagchi, Nitin Guleria, Syed Rabbani, Lalith Balasubramanian, Sreejith Appu, Rajesh Nair, and Rahul Raje


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Richard Guo's Personality Type

Extraversion (E), Intuition (N), Feeling (F), Judging (J)

Average Tenure

1 year(s), 2 month(s)

Richard Guo's Willingness to Change Jobs

Unlikely

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Richard Guo's Social Media Links

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