Technologist experienced in systems analysis, software development and machine learning algorithms.
I excel at researching and quickly learning new technologies, developing both short proof-of-concept projects and larger software solutions integrating with existing systems.
Worked on problems ranging from backend data integration and event processing systems to BI, data visualization and computational biology data analysis. Always thinking of how connect the technologies and tools at hand with the big picture and the business needs of a client.
Currently working on making business sense from huge amounts of complex data - developing statistical models and implementing machine learning algorithms analyzing big data sets of marketing interactions in an automated and scalable manner, powering our Marketing Attribution and Spend Optimization solutions.
Specialties:
• Programming experience with R, Perl, Python, SQL, Java, Javascript, C++, Matlab
• Machine Learning Algorithms / Statistical Modeling
• Experienced in database design and efficient queries on relational databases (Oracle, SQL Server), column-based databases (Vertica) and key-value stores (Membase)
• Good understanding of Web technologies
• Experience with Windows and UNIX
• Experience developing for diverse enterprise information systems:
- TIBCO BusinessWorks, Spotire (BI/Analytics), BusinessEvents (CEP), EMS (JMS)
- Attivio (Enterprise Search)
- Oracle Data Integrator (ETL)
- Oracle Applications (ERP)
- TeamCenter Enterprise (PDM/PLM)
Data Scientist @ Making business sense from huge amounts of complex data. Developing statistical models and implementing machine learning algorithms analyzing big data sets of marketing interactions in an automated and scalable manner, powering our Marketing Attribution and Spend Optimization solutions.
Worked on improving the statistical accuracy of our unique device re-identification algorithms. From May 2012 to Present (3 years 8 months) Senior Systems Analyst and Developer @ This position required me to quickly and independently master new technologies and then demonstrate or implement them for clients.
Lead developer in several client projects (about 6 months long each):
• Designed and implemented the backend part of a large BI and reporting project based on Oracle database and Oracle Data Integrator (ETL) products in UNIX environment.
• Completed a compliance and reporting project based on TIBCO BusinessWorks (orchestration), TIBCO Spotfire (Interactive Visual BI) and SQL Server database.
Technical Lead during the pre-sale process for the following products, responsible for technology demonstration and fast (days/weeks) development of proof-of-concept (POC) solutions tailored to the specific needs of the client: Attivio (Search in Structured and Unstructured data), TIBCO BusinessEvents (Complex Events Processing), TIBCO Spotfire (Interactive Visual BI).
Developed a POC interactive mashup of TIBCO Spotfire (BI) with Google Maps API. From May 2010 to May 2012 (2 years 1 month) Systems Analyst @ Systems analyst for a logistic Oracle Applications (ERP) system with thousands of users. Led projects through all phases of the life-cycle – requirements gathering, designing work processes and the technological solution, development, code reviews and testing, user training, maintenance and customer support. Designed complex solutions integrating multiple information systems.
Departmental responsibility in the area of software usability – literature acquisition, creation of training materials, usability consultation and testing for projects, development of work methodology.
Instruction of the Perl programming language and creation of training materials. From September 2007 to August 2009 (2 years) Systems Analyst and Developer @ Analysis and development of solutions for a TeamCenter Enterprise (PDM/PLM) system with hundreds of users. Creating requirements and design documents, developing code and designing user interfaces, performing code review and testing, deployment, user training and customer support.
Researching new technologies and products, developing infrastructure applications, training new programmers.
Received an excellence award. From October 2003 to September 2007 (4 years) Data analysis and research @ Analysis of experimental data (mostly from Affymetrix microarrays) in the area of human embryonic stem cell research. Using existing tools and products (Spotfire) as well as developing new tools for analysis and cross-referencing of information with external biological databases (using Perl). Literature research and preparation of charts for publication. From September 2001 to September 2003 (2 years 1 month)
M.Sc., Computer Science @ The Interdisciplinary Center From 2007 to 2009 B.Sc., Computer Science and Computational Biology @ The Hebrew University From 2000 to 2003 Hebrew University High School @ Leyada From 1994 to 2000 Yevgeny Doctor is skilled in: R, Vertica, Machine Learning, Systems Analysis, Big Data, System Architecture, Software Design, SQL, Perl, Java, Python, JavaScript, Oracle, Algorithm Design, Business Intelligence
Websites:
https://plus.google.com/104935083683790276734/posts,
http://observationsbythedoc.blogspot.com/,
http://www.convertro.com