Employment Related Service for Contractor Jobs• Work on full-stack development for the web application with Django, MySQL, and ReactJS, which essentially facilitates candidates to apply for matched jobs and allows recruiting agencies to manage the requisition activities• Implemented an automatic user-interface refresh feature for the project, involving adding code using the setInterval function and React Lifecycle methods to the related containers and components• Extended the project with a sourcing React App with features of creating, editing and filtering job requisitions, and sending invitations to potential candidates, which at least reduce the time for getting user applications by 60%• Set up a Node.js cron job for creating and refreshing Elasticsearch indices based on query results from the database, and made search queries with aggregations to score and rank the replaying candidates• Fulfilled the phone call transcription feature for users to check contact history, taking advantage of Twilio dual-channel recordings and IBM Watson Speech-to-text customized modelsFind Me a Meeting• Build an API design first web application, of which API features include creating events on the shared calendar, fetching free/busy availability, generating unique meeting URLs, and modifying user preferences• Overwrote the default login and logout views to enable recruiters to sign in via Google and Azure OAuth flows• Utilized token-based authentication, session-based authentication and customized permission classes to enable role-based access control and object-level access control• Integrated with Datadog and Sentry monitoring tools to keep track of the unexpected errors and performance

Project Making evidence appraisal available and computable 1. Scraped and extracted useful fields, such as pages, authors, and edits from edits in xml format of wikijournalclub using API, regex and beautifulsoup4 packages in Python 2.Identified edits that are minor vs. substantive based on features such as flags and size change 3. Determined which substantive comments are appraisals of studies or other information/assertions using text classifiers

Automatic Summarization of Congressional Bills1. Preprocessed the bills and summaries by creating XML parsers, and explored the latent relationship by doing exploratory data analysis on length distribution of texts2. Collected various summarizer implementations, and ran the algorithms, like LexRank and KL-Sum, as a baseline3. Planned to research ROUGE and other metrics to evaluate models, and create an API to the best summarizer

1. Extracted and integrated data from various platforms including MongoDB database and API developer, and built a data pipeline to process data into form ready for analysis using Python2. Implemented Ad-hoc analysis on data and performed data visualization on R studio3. Assisted on the design and establishing the Data Warehouse (Redshift), and ETL (Export, Transform and Load) to centralize all the data from disparate systems.

1.Identified and Fixed the Japanese Keywords Hack taken place in website that created by PHP cording on WordPress 2. Explored MongoDB database (CRUD and advanced operations, and programming language driver ) and did some research on MLab including connecting MLab to Heroku3. Learnt how to create and deploy a MERN (MongoDB/Express/React/Node.js) Stack application on to Heroku 

1.Learned the operation of power supply information system and topological graph of power data network in Nanhai district, practiced communication fault dispose process 2.Utilized the knowledge of information security and information networks into work 3.Improved teamwork skills and fast learning ability

1. Assisted in the statistics work of retail management accounting and other financial statements 2.Managed the data of customers, products and distribution channels in retail department, organized customer’s files, utilized information mining technology to provide customized services and improve service quality 3.Integrated the various kinds of data from financial statements to gain a compendious view of the operation of certain retail companies 4. Learned basic knowledge about banking and finance, practiced the knowledge of management information system in the work, improved my practical ability