Sr. Data Scientist Resume
WA
SUMMARY:
- Over 25 years of delivering AI, Data Science, and various software related solutions from initial concepts to production.
- Confidential has 4 Authorship Certifications for software systems, and achievements in theoretical Computer Science research.
- His scientific results were published in leading Theoretical Computer Science Magazines (see below) and presented at international conferences.
- Some of Confidential ’s inventions became a base of companies’ “ Confidential ”.
- Confidential ’s theoretical work, during 13 years as a Professor of Computer Science at Confidential, combined with many years of practical experience in the Data Science and software development fields, provide a unique combination for achievement of successful results in any project.
RELEVANT SKILLS:
- AI solutions
- Data Modeling/Statistical Analysis
- Solving non - standard problems
- Strong mathematical background
- Converting intuitive ideas to formal rules
- Project leading
- Software architecture creation
- Designing efficient algorithms
- Designing distributed heterogeneous systems
- High performance code development
- Efficiently resolving critical situations in projects
- Communicating with customers and vendors
- Documentation writing
TECHNICAL SKILLS:
AI: Natural Language Processing (NLP), Machine Learning, Pattern Recognition, Expert Systems
Data Science: Data Modeling, Impact Factor Analysis, Statistical Dependency Analysis, Predictive Analysis
Languages: R, C/C ++, JAVA, C#, Python, Perl, Assembler x86, UML, SQL, Bash/SED/AWK
Operating Systems: Linux (RHEL, Ubuntu), Win 7 with .NET., UNIX (Solaris, AIX), OSX
Databases: Oracle, Postgres, Redshift, Teradata, MS SQLServer, DB2, MySql
WORK EXPERIENCE:
Confidential, WA
Sr. Data Scientist
Responsibilities:
- Performed analysis of dependencies between efficiency in advertisements and various attributes of advertisement placements.
- Detected factors impacting advertisement performance.
- Led work on defining requirements of a new ETL system for the company, working on re-architecting the ETL system.
Tech. Brief: Data Analysis, Statistical Analysis, R, C++, Bash, Python, Postgres, Redshift
Confidential, WA
Architect
Responsibilities:
- Key personal accomplishment: created from scratch a system for processing of User Request Description in a natural language form, including creation of a model, AI algorithm for the NLP problem, architecture, design, working prototype.
- The system development was continued by team’s developers. It is used for Confidential as a part of Advance Diagnostics fro appliance repair and for some other needs.
- Created a prototype of a subsystem predicting parts needed for an appliance repair using a Machine Learning algorithm based on Bayesian Networks approach. Also did some work as a Data Analyst, specifically performed a statistical analysis for Dynamic Pricing project and Advance Diagnostics project.
Tech. Brief: Artificial Intelligence , Machine Learning (AI), Natural Language Processing (NLP), Machine Learning, Bayesian Networks, Statistical Data Analysis, R, Java, Bash, Perl, Teradata, MySQL
Confidential, WA
Responsibilities:
- My specific responsibility included resolving existing problems with development environment, reviewing existing code to detect errors, establishing unit testing.
Tech. Brief: Windows 7, VMWare, Java, IBM WebSphere RAD, IBM WebSphere Commerce, DB2, Spring MVC, DB2, GIT, Restful Web Services, ECommerce
Confidential, WA
Contractor
Responsibilities:
- High availability is a key requirement for the system. My role in the agile SCRUM team included developing new features, particularly diagnostics related, correcting existing code, troubleshooting, revising documentation.
Tech. Brief: RedHat Linux, VMWare, C++, Ruby , AMQP, Apache QPID, GIT
Confidential, WA
Technical Lead
Responsibilities:
- I revised an Architecture of one Topia's commercial project.
- That was a commercial project for secure file sharing.
- The company management considered me as a key engineer.
- My role during different phases of the project included: developing system concepts, performing analytical research, participating in meetings with customers, analysis of customer’s documents and comments, writing design and development critical components, writing task list for team members, helping to team members in problem solving.
Tech. Brief: VMWare, Linux (various), Solaris, OSX, Java, C++, Perl, XML, SVN, ANT, Maven, Spring, NoSQL, MySQL, REST/SOAP Web Services, Map/Reduce
Confidential, WA
Contractor
Responsibilities:
- I worked on a system optimizing loading containers on Ships.
- This "Automatic Autostow" feature was considered as a key feature of the product since it differentiated it from all the competitors.
- Constraint programming methods were used in the implementation.
- I worked in a group of three people. Coding was done in C++ and C# including interoperability between those two platforms.
Tech. Brief: Windows 7, C++ , C#, COM, Oracle, Perforce
Confidential, WA
Contractor
Responsibilities:
- Working on a new version of Real Producer which is an application for processing media data.
- My responsibilities included debugging existing code on both Linux and Windows platforms, porting code from Windows to Linux, development new features such as inter-process communications on Linux, SNMP based control and others.
Tech. Brief: Linux, Windows 7, C++, Assembler X86, C#, Linux IPC, SMNP, CVS
Confidential, WA
Contractor
Responsibilities:
- Working in parallel on several projects each of which included embedded system components with RFID detectors, GPS, BAR Code reader.
- My contribution includes analysis and improvement of existing software, design and developing a new software, starting from the architecture and including the full stack of development, testing and delivering.
- My working for Confidential includes a full time period and a part time period, when I worked from home.
- The part time period was overlapped with my projects for Amazon and Confidential .
Tech. Brief: Embedded Systems (Windows CE 5.0, Embedded Linux), Linux, Windows 7, Java, C#, MySQL
Confidential, WA
Contractor
Responsibilities:
- Improvement of existing Amazon Global Financial System.
- My responsibilities included analysis of business requirements, converting business requirements to technical requirements, analysis of data flow between various databases, analysis of large amount of code, design and implementation of solutions.
Tech. Brief: Linux, Windows Vista, Oracle, Perl, C++ , Java, Perforce