Data Scientist/ Python Developer Resume
San Francisco, CA
SUMMARY:
- Over 8+ years of experience as an Analysis, Design, Development, Management and Implementation of various stand - alone, client-server enterprise applications.
- Good experience of software development in Python (libraries used: libraries- Beautiful Soup, numpy, scipy, matplotlib, python-twitter, Pandas data frame,, urllib2, MySQL dB for database connectivity) and IDEs - sublime text, Spyder, pycharm, emacs, Scikit-learn, StatsModels, matplotlib, nltk; Data Visualization (Tableau); R; Excel
- Data Acquisition, Management & Processing:
- SQL (MySQL, PostgreSQL); NoSQL (MongoDB); Python; Hadoop; MapReduce; Spark; Datameer
- Experience in python, Django, Flask, Zope, Pyramid Framework
- Experienced in developing web-based applications using Python, Django, XML, CSS, HTML, DHTML, JavaScript, and AJAX
- Experience in analyzing and handling large datasets using Oracle Relational database 9g, 10g, 11g.
- Have good knowledge on No-Sql databases like Mongodb.
- Good knowledge in maintaining various version controls systems such as SVNand GIT.
- Have good Knowledge of Agile Methodologies (Scrum).
- Good experience in Shell Scripting, SQL Server, Unix and Linux, Open stock.
- Expertise in Object-Oriented design and coding. Good knowledge of various Design Patterns and UML.
- Experienced in writing SQL Queries, Stored procedures, functions, packages, tables, views, triggers.
- Knowledge of the software Development Life Cycle (SDLC), Agile and Waterfall Methodologies.
- Good understanding of Django ORM and SqlAlchamy
- Understanding of Python best Practices (PEP-8)
- Well versed with design and development of presentation layer for web applications using technologies like HTML, CSS, and JavaScrip t.
- Experienced in requirement gathering, Use case development, Business Process flow, Business Process Modeling: extensively used UML to develop various use cases, class diagrams and sequence diagrams.
- Maintained detailed documentation and architectural solutions in IT infrastructure and sales systems .
- Skilled in debugging/troubleshooting issues in complex applications.
- Experienced in Unit testing, Integration testing, User acceptance testing, Functional testing.
- Active Participation in Full development life cycle (requirements, design, architecture, development, testing).
- Experience in working with different operating systems Windows 98/NT/2000/XP /Vista/7/8, UNIX .
- Expert in maintaining technical documentation for projects.
- Good analytical and problem solving skills and ability to work on own besides being a valuable and contributing team player.
- Excellent Interpersonal and communication skills, efficient time management and organization skills, ability to handle multiple tasks and work well in a team environment.
TECHNICAL SKILLS:
Operating systems: Windows, Linux Ubuntu
Languages: C, Python, R
Analytics Tools: SAS, Tableau, UCI NET, NodeXL, MVC3
Markup languages: HTML, XML, JSON
Servers: Apache Tomcat, IBM Web sphere, open stock
Databases: Oracle, My SQL, query languages: PL,SQL
IDEs/ Tools: Eclipse, Toad, Sublime text, Spyder
Version Controlling Systems: CVS, Github
Methodologies & tools: Object Oriented Programming, UML, Agile Scrum
MS office tools: Microsoft Excel (Super user), Microsoft word, Microsoft PowerPoint, PPTPlex
PROFESSIONAL EXPERIENCE:
Confidential, San Francisco CA
Data Scientist/ Python Developer
Responsibilities:
- Clustering customers & predicting churn for a car ride-share business
- Building a movie recommender based on real users’ movie ratings data using matrix factorization techniques
- Creating a fraud prediction model for an event ticketing site employing a boosted tree classifier
- Used Django framework/ Flask framework for application development.
- Developed user interface using CSS, HTML, JavaScript and JQuery.
- Assisted in reduction of cost and optimization of supplier selection for the CRM Applications.
- Ensured high quality data collection and maintaining the integrity of the data.
- Cleaned data and processed third party spending data into maneuverable deliverables within specific formats with Excel macros and python libraries.
- Used several python libraries like wxPython, numPY and matPlotLib.
- Was involved in environment, code installation as well as the SVN implementation.
- Build all database mapping classes using Django models and Cassandra.
- Used Pandas API to put the data as time series and tabular format for east timestamp data manipulation and retrieval.
- Designed and developed data management system using MySQL.
- Creating unit test/regression test framework for working/new code
- This project also used other technologies like JQuery for java script manipulations, bootstrap for the front-end html layout.
- Responsible for debugging and troubleshooting the web application.
- Developed, tested and debugged software tools utilized by clients and internal customers.
- Coded test programs and evaluated existing engineering processes.
- Designed and configured database and back end applications and programs.
- Performed research to explore and identify new technological platforms.
- Collaborated with internal teams to convert end user feedback into meaningful and improved solutions.
- Resolved ongoing problems and accurately documented progress of a project.
Environment: Python 2.7, scipy, Pandas, Bugzilla, SVN, JQuery, MySQL, Linux, Eclipse, Shell Scripting, HTML5/CSS. Red hat Linux, Apache Spark, Cassandra
Confidential
Sr. Python developer
Responsibilities:
- Analysis and Design of application.
- Created UI usingJavascript and HTML5/CSS.
- Developed and tested many features for dashboard using Python, Bootstrap, CSS, and JavaScript.
- Implemented business logic using Python/Django.
- Created backend database T-SQL stored procedures and Jasper Reports.
- Worked with millions of database records on a daily basis, finding common errors and bad data patterns and fixing them.
- Exported/Imported data between different data sources using SQL Server Management Studio.
- Maintained program libraries, users' manuals and technical documentation.
- Managed large datasets using Panda data frames and MySQL.
- Wrote and executed various MYSQL database queries from python using Python-MySQL connector and MySQL dB package.
- Thorough knowledge in various front end tools like HTML, DHTML,CSS, JavaScript, XML, JQuery, Angular JS, and AJAX
- Hands-on experience in writing and reviewing requirements, architecture documents, test plans, design documents, quality analysis and audits.
- Built various graphs for business decision-making using Python matplotlib library.
- Fetched twitter feeds for certain important keyword using python-twitter library.
- Used Python library Beautiful Soup for webscrapping.ss.
- Performed troubleshooting, fixed and deployed many Python bug fixes of the two main applications that were a main source of data for both customers and internal customer service team.
- Created most important Business Rules which are useful for the scope of project and needs of customers
- Build SQL queries for performing various CRUD operations like create, update, read and delete.
- Work with team of developers on python applications for RISK management.
- Taken part in entire lifecycle of the projects including Design, Development, and Deployment, Testing and Implementation and support.
- Used Pandas library for statistics Analysis.
- Created most important Business Rules which are useful for the scope of project and needs of customers.
- Designed the architecture of the hardware environments and methodology of the code
- Experienced in Agile Methodologies and SCRUM Process.
- Worked in development of applications especially in UNIX environment and familiar with all of its commands.
- Refactored existing project to make it more RESTful and thread-safe.
- Added unit tests and improved existing ones.
- Designed RESTful XML web service for handling AJAX requests.
- Created project designs utilizing MVC architecture components.
Environment: Python 2.7, Django, HTML5/CSS,UNIX, MS SQL Server 2013, T-SQL, Jasper,Reports,JavaScript,Eclipse, Linux, Shell Scriptingo,RESTful,MVC3.
Confidential
Python Developer
Responsibilities:
- Analysis and Design of application.
- Created UI usingJavascript and HTML5/CSS.
- Developed and tested many features for dashboard using Python, Bootstrap, CSS, and JavaScript.
- Implemented business logic using Python/Django.
- Created backend database T-SQL stored procedures and Jasper Reports.
- Worked with millions of database records on a daily basis, finding common errors and bad data patterns and fixing them.
- Exported/Imported data between different data sources using SQL Server Management Studio.
- Maintained program libraries, users' manuals and technical documentation.
- Managed large datasets using Panda data frames and MySQL.
- Wrote and executed various MYSQL database queries from python using Python-MySQL connector and MySQL dB package.
- Carried out various mathematical operations for calculation purpose using python libraries.
- Built various graphs for business decision-making using Python matplotlib library.
- Fetched twitter feeds for certain important keyword using python-twitter library.
- Used Python library Beautiful Soup for webscrapping.ss.
- Performed troubleshooting, fixed and deployed many Python bug fixes of the two main applications that were a main source of data for both customers and internal customer service team.
- Implement code in python to retrieve and manipulate data.
- Created most important Business Rules which are useful for the scope of project and needs of customers
- Build SQL queries for performing various CRUD operations like create, update, read and delete.
Environment: Python 2.7, Django, HTML5/CSS, MS SQL Server 2013, T-SQL, Jasper Reports, Javascript, Eclipse, Linux, Shell Scripting.