Guanyu Chen work email
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Guanyu Chen personal email
Email: guanyu.chen117@gmail.comI am a quick learner and always like to expand my knowledge towards recent advances in technology. Passionate about developing something new and original. Having good experience in working with huge datasets, I want to take it further and apply Data Analytics to derive value that can drive businesses toward success.▪ R; Python (Libraries: NumPy, Pandas, Scikit-learn, Seaborn, Matplotlib, NLTK, Keras);▪ Data Warehouse: SQL, MS SQL Server, MySQL, MongoDB;▪ Big Data: Databricks, AWS, Azure, Hadoop, MapReduce, Spark, PySpark, Pig, Hive, Impala, Sqoop;▪ Data Visualization: Tableau, PowerBI;
Databricks
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- databricks.com
- Employees:
- 12099
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Specialist Solution ArchitectDatabricksWashington, Dc, Us
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Sr. Specialist Solution EngineerDatabricks Dec 2023 - PresentSan Francisco, Ca, Us- Advanced AI & ML Lifecycle Expertise: Engaged in comprehensive LLM lifecycle management on Databricks, developing GenAI applications, utilizing MosaicAI for optimization, and integrating LLMs and RAG for cutting-edge solutions.- ML & MLOps Specialist: Advanced proficiency in Databricks Machine Learning and MLOps, providing technical sales support and community training.- Technical Implementation Lead: Oversaw strategic customer projects on Databricks, focusing on ML pipeline architecture and optimization, and collaborated closely with customers and internal teams.
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Big Data/Machine Learning LeadLeidos Oct 2023 - Dec 2023Reston, Virginia, Us- Lead in Data Modernization for Public Sector Clients: Directed data modernization for public sector customers, implementing cloud solutions and business intelligence, aligning with organizational goals.- Innovation & Senior Management Collaboration: Managed proof of concept projects for new technologies, leading to their integration and adoption in production systems. -
Big Data/Machine Learning Developer IiiLeidos Sep 2020 - Nov 2023Reston, Virginia, Us- Guided and supported multiple public sector customers throughout data modernization process, successfully implementing cloud architectural design, data analytics, and business intelligence solutions using cloud services.- Collaborated with managers and stakeholders to conduct proof of concept (POC) development for new technologies and software applications, resulting in successful integration into production system.
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Big Data/Machine Learning Developer IiLeidos Mar 2019 - Sep 2020Reston, Virginia, Us- Conducted statistical and text analysis on large volumes of consumer complaint data using ML and NLP techniques such as sentiment analysis and topic modeling to detect and extract valuable insights and patterns.- Streamlined development process for machine learning models by implementing version control and using continuous integration and deployment (CI/CD) pipelines to deploy models via Azure DevOps. - Deployed data science solutions in distributed cloud environments and developed reports, dashboards, and metrics using Tableau and Power BI to monitor performance and cost of machine learning products.
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Graduate Teaching AssistantUniversity Of Maryland - Robert H. Smith School Of Business Jul 2018 - Nov 2018College Park, Maryland, Us- Enhanced the learning experience by assisting the professor developing Hadoop Ecosystem labs (HDFS, Map Reduce, Sqoop, Pig, Hive, Impala, Spark).- Taught knowledge of creating and configuring Amazon Web Services (S3, RDS, EMR, EC2, and SageMaker). -
Graduate Research AssistantUniversity Of Maryland - Robert H. Smith School Of Business Jun 2018 - Nov 2018College Park, Maryland, Us- Conducted data collection activities and coordinated with the professor for data cleansing and variables selection to ensure data financial meaningful and analyzable.- Ran small-scale experiments then scaled it up to all 1245 stocks, visualized results, and delivered weekly reports.
Guanyu Chen Skills
Guanyu Chen Education Details
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University Of Maryland - Robert H. Smith School Of BusinessBusiness Analytics -
Tianjin University Of Commerce ChinaFinance
Frequently Asked Questions about Guanyu Chen
What company does Guanyu Chen work for?
Guanyu Chen works for Databricks
What is Guanyu Chen's role at the current company?
Guanyu Chen's current role is Specialist Solution Architect.
What is Guanyu Chen's email address?
Guanyu Chen's email address is gu****@****dos.com
What schools did Guanyu Chen attend?
Guanyu Chen attended University Of Maryland - Robert H. Smith School Of Business, Tianjin University Of Commerce China.
What skills is Guanyu Chen known for?
Guanyu Chen has skills like R, Data Warehousing, Amazon Web Services, Linux, Apache Pig, Web Scraping, Mongodb, Microsoft Powerpoint, Sqoop, Data Analysis, Microsoft Sql Server, Load.
Who are Guanyu Chen's colleagues?
Guanyu Chen's colleagues are Kori O'brien, Angela Smith, Li Yuan, Zack Manship, Farhad Pagdiwalla, Monu Salvi, E. Yi Liu.
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