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’ “KNOW - HOWs”.
- Confidential ’s theoretical work, during 13 years as a Professor of Computer Science at Tver State University, combined with many years of practical experience in the software development field, provide a unique combination for achievement of successful results in any project.
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
PROFESSIONAL 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.
Confidential, WA
Architect
Responsibilities:
- 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 Symptom Normalization 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.
Confidential, WA
Contractor
Responsibilities:
- This role is in a Search Team. A responsibility of the team is providing search functionality for Confidential E-commerce services.
- My specific responsibility included resolving existing problems with development environment, reviewing existing code to detect errors, establishing unit testing.
Confidential, WA
Contractor
Responsibilities:
- This role included working on enhancements and tune up of an Enterprise Messaging System for rail roads.
- 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.
Confidential, WA
Technical Lead
Responsibilities:
- Worked for Confidential Technology twice
- The last project was a system for manipulation of distributed data for Confidential Force.
- Technical solutions for this project use concepts of Tuple Spaces (XAP implementation), based on a NoSQL data store and intensively use VMWare based virtualization.
- The architectural solution provided a high availability of big data, fault tolerance, linear scalability, data consistency, change awareness.
- As a Technical Lead I created an architecture for the system, designed and developed critical components, planned and organized everyday team activity, communicated with customers, resolved appeared technical problems.
- Besides Confidential Force project, I revised an Architecture of one Confidential '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.
Confidential, - WA
Contractor
Responsibilities:
- At Confidential 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.
