Dmitry Orlov Email & Phone Number

November 2020 – Present, ML Engineer, Data Scientist. Grid Dynamics at Canadian Advertising Agency.Take part in the development of intelligent Ads cost AI recommendation system.Technologies: Python, Flask, Google Cloud Platform, Airflow, Google Analytics API, Google Ads API, MySQL

Took part in the development of the intelligent products recommendation system which is the core of the customers AI personalization platform.Technologies: Python, AWS, Pyspark, Tensorflow, Databricks, ALS NN ML Model, Airflow

Took part in the development of the AI Recommendation System for top title in-game purchases using the Reinforcement Learning approach.Technologies: Python, Facebook ReAgent the Reinforcement Learning framework, Snowflake DB, AWS.

Led the RnD project related to the usage of the most promising Reinforcement Learning frameworks such as Criteo RecoGym and Facebook ReAgent for Recommendation Systems.Technologies: Python, Criteo RecoGym and Facebook ReAgent the Reinforcement Learning frameworks.

Took part in the development of the highly customizable Automated Data Load ETL framework.Technologies: JDK 1.8, Spring Boot, AspectJ, SLF4J, Lombok, REST, SQL/NoSQL DB, IBM MQ, Docker, Git, Maven

Migrated Mainframe corporate back-office applications and routines (Logistics, Accounting, Point of Sale, Storehouse, etc) written in COBOL and IBM Assembler in native Java codebase using Deloitte Maxenso framework to be executed in Google Cloud Platform.Technologies: JDK 1.7, IBM Mainframe, HL ASM, COBOL, REXX, Deloitte Maxenso, Git, Maven.

Took part in the development of Self Service Performance platform which is used for performance testing execution management.Technologies: Java EE, REST API, JBoss, Docker.

Developed API REST gateway which provides unified API to connect all layers and subsystems of the eCommerce platform such as ATG web store backend, web and mobile clients, registry, wishlist, loyalty, etc. Developed the Orders and Inventory Delivery Systems which process customer’s orders in different status and synchronize products in the stock of the retail store’s network.Technologies: Java EE, Spring (Spring Boot, Security, REST/SOAP Web Services, MVC, AOP), REST, Weblogic… Show more Developed API REST gateway which provides unified API to connect all layers and subsystems of the eCommerce platform such as ATG web store backend, web and mobile clients, registry, wishlist, loyalty, etc. Developed the Orders and Inventory Delivery Systems which process customer’s orders in different status and synchronize products in the stock of the retail store’s network.Technologies: Java EE, Spring (Spring Boot, Security, REST/SOAP Web Services, MVC, AOP), REST, Weblogic Application Server, EJB, EAR, JMS, WL custom deployment plans, WL security, Swagger, Junit, Hibernate, Dozer, Swagger, ATG Rest API, Olson API, Oracle SQL, Log4j. Show less

Took part in Loyalty subsystem development. Added new features for coupon usage and customer rewarding.Technologies: Java EE, Spring (AOP, Security, REST/SOAP Web Services, MVC), Swagger, ATG Nucleus, ATG Rest API, ATG Endeca, Oracle SQL, JBoss, Junit.

Developed using Java the Data Load Framework which is using by customer’s IT services for consistent data (ATG products catalog, stores information, promotions, etc) load and management from the single UI tool to multiple eCommerce layers and subsystems.Technologies: Java EE, Spring Hibernate, Oracle SQL, Spring (IoC, AOP, Jobs, Workflow, REST/SOAP Web Services, MVC, Security), ATG Rest API, JQuery, Junit.

Saratov, Russia

Developed using Java the core logic of the most advanced pricing engine for the largest USA eCommerce retailer network. The system includes such features as REST/SOAP multi-protocols endpoints, custom shipping rates, configurable product assortment, promo codes, flexible discounts configuration and combinability, hot operation and management in production running in a high available in-memory computing data grid. The work process is based on Agile Scrum methodology with 2-week… Show more Developed using Java the core logic of the most advanced pricing engine for the largest USA eCommerce retailer network. The system includes such features as REST/SOAP multi-protocols endpoints, custom shipping rates, configurable product assortment, promo codes, flexible discounts configuration and combinability, hot operation and management in production running in a high available in-memory computing data grid. The work process is based on Agile Scrum methodology with 2-week sprint.Technologies: JavaEE, Gigaspaces XAP In-Memory Grid, Oracle ATG, Oracle DB, H2DB, LiquiBase, Hibernate, Spring (IoC, AOP, Jobs, Workflow, REST/SOAP Web Services, MVC, Security, AOP), RESTeasy, Json, XSD, JQuery, Angular JS, JavaScript, GoF patterns, Git/JGit, TDD/JUnit/Mockito, Maven, Gerrit & Jenkins Continuous Integration – Continuous Delivery. Show less

- Designed architecture and leading software development of the Next Generation Automated Banking System that included multi-role, multi-tier remote web-clients workspace for bank employee provided full life cycle of credit processes and completely data analysis and reports generation.Responsibilities:• Architecture and design• Leading software development• Coordinate group of internal and outsourcing Java developers.Achievements:• Migrated core backend logic… Show more - Designed architecture and leading software development of the Next Generation Automated Banking System that included multi-role, multi-tier remote web-clients workspace for bank employee provided full life cycle of credit processes and completely data analysis and reports generation.Responsibilities:• Architecture and design• Leading software development• Coordinate group of internal and outsourcing Java developers.Achievements:• Migrated core backend logic from Lotus Domino to Java code and dramatically improved peak service performance.• Implement flexible workflow engine for different types of instances of the service (credit application, debtor, bank employee, etc) • Increased and managed pool of outsourcing developers more than 30 people that guaranteed all development tasks to be done in time.Used technologies: Java J2EE, Spring, JSP, JasperReports, Struts, Hibernate, Sencha ExtJs, JavaScript, JBoss, Maven, Postgre SQL, Sybase, Lotus Web Services, Kanban methodology. Show less

- Developed modules of Integrated Automated Credit System for Sberbank, using technologies: Java J2EE, MVC, GWT, JavaScript, IBM Web Sphere, JSP, JSTL, Spring, JMS, JDBC, JNDI, Abstract Factory, DAO, Oracle SQL, SAX, Maven, Apache POI.

Saratov, Russia

- Led a team of system engineers and software developers responsible for design, development, test and integration of all levels of applications for mobile wireless networks.- Developed hardware architecture and wrote software for Color Ring Back Tone platform based on Cronyx E1 PCI-modules. Used tools and technologies: Linux kernel modules development, GNU toolchain, C/С++.- Developed hardware architecture, led software development and integration into CDMA wireless network a… Show more - Led a team of system engineers and software developers responsible for design, development, test and integration of all levels of applications for mobile wireless networks.- Developed hardware architecture and wrote software for Color Ring Back Tone platform based on Cronyx E1 PCI-modules. Used tools and technologies: Linux kernel modules development, GNU toolchain, C/С++.- Developed hardware architecture, led software development and integration into CDMA wireless network a BTS/SMS controller, which managed channels resources on physical layer of the BTS and provided full support of call processing over traffic channel for mobile originated and mobile terminated SMS-messages. The developed BTS/SMS controller included such subsystems as E1 TDM multiplexer, CDR server, HLR, VLR, CDMA DSP processor, GPS-synchronization unit. The BTS/SMS controller had no analogues within applications for 2G wireless networks. Used tools and technologies: Linux kernel modules development, GNU toolchain, C/С++, Visual C++. - Developed hardware architecture and wrote software for MSC overload protection system based on Grade of Service algorithm. Used tools and technologies: Windriver Tornado 2.2 C++ for PowerPC, Visual C++.- Involved in research project of Saratov State University dedicated to enhancement of modulation and spreading techniques for CDMA2000 and W-CDMA/UMTS, with the object of development protected data transmission broadband wireless networks. Show less

Saratov, Russia

- In tandem with company-pioneer of CDMA technology led the project of implementation CDMA packet data service. MSC-side : CDR code, HLR code, VLR (CDMA service options support) code. BSC-side: CDMA layer code, TCP IP stack, Mobile IP address management. Application level: Service options support gateway, all generation of WAP stacks support, MMS Encapsulation support, providing compatibility of all CDMA 2G/3G mobiles vendors. Used tools and technologies: Windriver Tornado 2.2 C++ for PowerPC,… Show more - In tandem with company-pioneer of CDMA technology led the project of implementation CDMA packet data service. MSC-side : CDR code, HLR code, VLR (CDMA service options support) code. BSC-side: CDMA layer code, TCP IP stack, Mobile IP address management. Application level: Service options support gateway, all generation of WAP stacks support, MMS Encapsulation support, providing compatibility of all CDMA 2G/3G mobiles vendors. Used tools and technologies: Windriver Tornado 2.2 C++ for PowerPC, Visual C++.- Developed and defined detailed hardware and software requirements for migration from Qualcomm 2G CDMA cellular infrastructure including BSC, MSC and BTS to 3G wireless network. Wrote proposals, procedures and design documents of Qualcomm CDMA BSC and MSC migration on IS-634 IOS A-interface. Led technical consultations with Qualcomm, Ericsson, Alcatel, Samsung and Lucent regarding IS-634 protocol solutions for Next Generation Networks.- Led a development of 800 MHz CDMA RF propagation and capacity tool which simulated the integration of picocells, microcells and macrocells in urban areas with high service demand density. C++ was utilized to merge Matlab and MapInfo. Show less

Saratov, Russia

- Developed a real time control mechanism of CDMA IS-95 forward link to gain best quality of service by means of sectors overhead signals "breathing" and automatic adjusting CDMA IS-95 parameters of BSC and BTS (such as: vocoding rate, power estimate parameters, handoff parameters, access parameters, power control parameters and others).- Wrote in C++ a SS7 IS-41 signaling stack of Short Message Service Center and a SS7 ISUP signaling stack of Voice Mail System ran on Dialogic Septel… Show more - Developed a real time control mechanism of CDMA IS-95 forward link to gain best quality of service by means of sectors overhead signals "breathing" and automatic adjusting CDMA IS-95 parameters of BSC and BTS (such as: vocoding rate, power estimate parameters, handoff parameters, access parameters, power control parameters and others).- Wrote in C++ a SS7 IS-41 signaling stack of Short Message Service Center and a SS7 ISUP signaling stack of Voice Mail System ran on Dialogic Septel platform in the CDMA cellular network. - Implemented extra features of VLR (running on VxWorks Motorola PowerPC) in CDMA cellular network, such as: mobile station authentication, broadcast mobile terminated SMS, mobile station clone attempts detection, free operator assistance access from guest mobile station, TDMA / CDMA intersystem roaming.- Developed and implemented based on VxWorks Motorola PowerPC and Lucent LNX EXS2000 switch a flexible engine for virtual private numbering plans (VPN) in CDMA wireless network.- Designed, programmed and set in service an OA&M system for Lucent EXS LNX switch. This OA&M system is dedicated to maintain the configuration of the switch (cards, signaling, trunks, DSP modules), manage call routes in CDMA cellular network, make test directed calls (traffic generation), The developed software provides alarm management, load optimization of DSP processors, calls statistic collection and failures diagnostics of the switch. Used tools and technologies: Solaris C++, EXS LNX API, ITU Q.700-Q.786.- Led development of CDMA handoff monitoring tool. This application scans the errors of radio link resource management and CDMA handoff algorithms based on IS-95 and IS-634 and allows drastically increase successful calls – by revealing an interference of BTS, regions of pilot pollutions and adjustment of BTS physical layer parameters. Used tools and technologies: Solaris GNU C++, Perl, Borland C++. Show less

Saratov, Russia

- Designed and programmed CAS(R1/R2)/SS7/A-law/M-law signaling converter running on Lucent LNX EXS2000 switch and Sun Netra as host. Used tools and technologies: Solaris C++, EXS Basic API, ITU Q.- Adapted LNX EXS switch signaling formats to the national PSTN. PPL Tool and EXS LNX API were utilized.

Saratov, Russia

- Developed hardware architecture and wrote software for VoIP SIP-SS7-E1 signaling media gateway. Used tools and technologies: Linux kernel modules development, GNU toolchain, C/С++, JAVA.

Saratov, Russia

Developed billing system for largest regional telecommunication operator. C/C++, SCO Unix, Shell scripts.

W-Cdma And Cdma2000 Radio Interfaces

Bsee, Radio Physics And Electronics