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Work Background
Big Data Develop
TBCBig Data Develop
Jun. 2019Tbilisi, GeorgiaUndertake Software Development activity working out different products within the manifold technologies stack. Java, Scala, Python, Spark.
Senior Data Engineer | Data Platform & Data Governance
TBC BankSenior Data Engineer | Data Platform & Data Governance
Jun. 2019 - Feb. 2026TbilisiLed design and implementation of enterprise data governance and metadata platforms integrating Dremio, Azure Purview, and Apache Atlas, delivering scalable metadata and data processing platforms. • Architected and developed BSF (Batch Script Framework), a Python/Flask-based platform enabling non-technical users to execute bulk metadata operations via Excel-driven workflows, significantly reducing manual governance effort. • Designed and implemented a data profiling platform using Python and ydata-profiling, integrated with Dremio and Azure Purview, enabling direct navigation from catalog assets to data quality insights. • Built DremioScanner, a custom metadata ingestion service integrating Dremio with Azure Purview via REST APIs, implemented in Python, extending Purview capabilities for unsupported data sources. • Developed scalable metadata extraction pipelines (Azure Functions → VM-based services), implemented in Python, enabling processing and aggregation of large volumes of governance data and publishing structured datasets to Azure Storage for analytics and reporting. • Architected and developed a configurable enterprise data governance platform based on Apache Atlas with custom connectors (MS SQL Server, Oracle, Hive), implemented in Scala. • Developed Spark (Scala) ETL pipelines processing DWH data and loading into Parquet-based data lake storage. • Designed and implemented Apache Airflow workflows for orchestration of ETL pipelines, improving scheduling reliability and operational control.
Solution Architect
EricssonSolution Architect
Nov. 2016 - Mar. 2019TbilisiWorked on a large-scale BSS transformation program for Beeline Georgia (Cellfie), contributing to integration of telecom systems during platform migration. • Led analysis and formalization of business requirements for the BSS Reporting System, collaborating directly with the customer to translate reporting needs into Data Extract specifications that guided ETL redesign and ensured consistency of business-critical reports. • Architected and implemented a Data Extract validation framework (Java, MySQL), enabling systematic testing and quality assurance of telecom integration data flows. • Designed and developed a monitoring and alerting solution for MNP failures (MS SQL Server, T-SQL), improving operational visibility and response to portability issues. • Developed automated MNP reconciliation and reporting system (Oracle, PL/SQL, Bash), ensuring consistency across distributed telecom systems participating in number portability processes.
ICT Expert
Geocell - ჯეოსელიICT Expert
Sep. 2015 - May. 2016Business Analyst, Solution Architect
PM (Project Manager)
GeocellPM (Project Manager)
Jun. 2015 - Sep. 2015Was responsible for set of ICT projects as PM in the new PPMO (Project and Portfolio Management Office) department established in the Company
Consultant, Business Analyst
HR.GEConsultant, Business Analyst
May. 2014 - Jan. 2015Tbilisi, GeorgiaAdvised on the establishment of an in-house software development capability, including team structure, hiring strategy, and role definition. * Analyzed internal business processes and identified opportunities for automation and system improvement * Evaluated outsourcing vs in-house development strategy, recommending internal team formation * Defined team composition and participated in candidate evaluation and hiring process
Lecturer
Free University of TbilisiLecturer
Sep. 2012 - Jan. 2013Tbilisi, GeorgiaLecturer on the MACS (Math and Computer Science) faculty Conduct seminars for “Introduction to Databases” course for 2-d course students General theory of RDBMS, practical studies – Oracle-based
Business Analyst Project Lead
Orient Logic • ორიენტ ლოჯიკიBusiness Analyst Project Lead
Sep. 2012 - Nov. 2012Tbilisi, GeorgiaPerformed business analysis of a project to Automate a Customer Call Center. Built a thorough project definition which was divided into Use Cases, and evaluated the project duration and efforts. Developed a database schema for the project. Managed a group of 4 developers and led the project to success. The Customer was BOG (Bank of Georgia) Technologies: MySQL, J2EE, Web Services, Tomcat, Jira, Perforce SCM
Visiting Lecturer (Databases)
Free University of TbilisiVisiting Lecturer (Databases)
Sep. 2012 - Jan. 2013Tbilisi, GeorgiaConducted seminar sessions for the Introduction to Databases course, covering relational database theory (normalization, functional dependencies, transactions) and practical SQL.
Consultant, Team Lead, Project Lead, Developer
Softgroup LtdConsultant, Team Lead, Project Lead, Developer
Jan. 2010 - Nov. 2010Tbilisi, GeorgiaConsulted company software developers for better organization of the processes, solving internal development problems. Managed group of 4 developers and led the project “Free Education Courses management system” to success Technologies: SQL, Oracle DB, J2EE, GWT-Ext, Balzamiq Mockup, SVN
Software Development Department Manager
GeocellSoftware Development Department Manager
Mar. 2006 - Sep. 2012I become fully concentrated on the In-House Development activities, the limited list of responsibilities: * Organize Development process, * Distribute tasks/projects to developers, * Monitor and reconcile projects schedules managing them be done in time. * Elaborate/Establish standards, keep Technologies on-line * Participate in critical Projects' architecture development (Use Cases, UML). * Manage relations with Customers, Partners (3-d party collaborators, other Departments). Main technologies used were: Oracle/PLSQL/WebDB, Java, J2EE (TomCat, then switched to JBOSS), Delphi. For some project were used .NET, PHP, Excel VBA Both Win (Delphi) and Web (J2EE, Oracle WebDB) client approaches were engaged for User Interfaces. The most complex and impacting project developed: MNP (Mobile Number Portability) system - involve automation of Complex Business process, interaction with 3-d party Central Porting System (common for Geocell, Magti and Beeline), set of Integrations with Internal Systems (Billing Systems, Switch etc.), Elaborated Web-based UI. (Java-based technologies)
Lecturer
TBC BankLecturer
Sep. 2005 - Nov. 2005Tbilisi, GeorgiaWorked out a custom training syllabus on Oracle DB Architecture and PL/SQL development training for the Software Development department staff and conducted the training.
Technical Trainer (Oracle Database)
TBC BankTechnical Trainer (Oracle Database)
Dec. 2001 - Jan. 2002Tbilisi, GeorgiaDelivered a structured training program on Oracle database architecture, SQL, and PL/SQL for software engineers.
Billing, Business Support and Software Development Depatment manager
GeocellBilling, Business Support and Software Development Depatment manager
May. 2001 - Mar. 2006Tbilisi, GeorgiaOriginally in the company has been established single Department uniting Billing management, Business Support (around BSS) and Software Development activities.
Software Developer
IntelliGenesis LLC®Software Developer
Jul. 2000 - Mar. 2001USAWorked remotely as Java (J2SE) Developer, executed different algorithmic tasks Technologies: Java J2SE
Java Developer
IntelliGenesis LLCJava Developer
Jul. 2000 - Mar. 2001USADelivered Java-based utilities and algorithmic solutions for client-defined tasks in a remote engagement.
Software Engineer -> Department Manager -> Expert/Business Analyst
GeocellSoftware Engineer -> Department Manager -> Expert/Business Analyst
Dec. 1998 - May. 2016Tbilisi, GeorgiaProgressed through engineering, management, and analytical roles within the IT organization of a leading mobile telecommunications operator, contributing to development and evolution of telecom business systems and data platforms. Expert / Project Manager / Business Analyst (Dec 2013 - May 2016) • Led software projects and business analysis initiatives for telecom operational systems and enterprise applications • Gathered and formalized business requirements, translating them into functional specifications for development teams • Coordinated delivery across internal teams and external vendors, ensuring alignment between business needs and technical solutions • Contributed to modernization and integration of telecom operational systems Software Development Department Manager (Mar 2004 - Dec 2013) • Led Software Development Department (team of up to 10 engineers), delivering multiple internal systems supporting telecom operations • Owned architecture decisions, release planning, and integration with BSS and network systems • Collaborated closely with business stakeholders to translate operational requirements into scalable technical solutions Selected Highlights: • Contributed to architecture and development of Mobile Number Portability (MNP) system enabling number portability across telecom providers • Developed Direct Debit recharge system enabling automated balance top-ups via bank integrations (J2EE, Oracle, Web Services) • Participated in early Big Data / NoSQL evaluation initiatives (Hadoop-based prototypes for CDR and payment data processing) Software Developer / IT Engineer (Dec 1998 – Mar 2004) • Designed and developed internal telecom applications supporting BSS operations and subscriber services • Maintained and enhanced vendor-based BSS platforms, resolving production issues and implementing system improvements • Collaborated with business units to analyze requirements and deliver new system features
Software Engineer, Developer
GeocellSoftware Engineer, Developer
Nov. 1998 - May. 2001Tbilisi, GeorgiaResponsible for: a) Software Development (Oracle, PLSQL), b) Business support managing complex cases related to the BSS (Billings Systems): BSCS, CBOSS... Technologies: Oracle, PLSQL, SQL
Information technologies and internet specialist
IESC - Improving Economies for Stronger Communities (formerly International Executive Service Corps)Information technologies and internet specialist
Jan. 1998 - Sep. 1998TbilisiAdministering and maintain Lotus Notes which used to communicate between Georgian office of IESC, headquarter and other offices. Manage LAN and Personal Computers of the staff, assist in Information search over the Internet.
Software Developer
Ministry of Finance of GeorgiaSoftware Developer
Oct. 1997 - Jul. 1998Tbilisi, GeorgiaAnalyzed business processes in the department nd implement them in the application. Develop the database structure for the application. Trained end-users to work with the application and the administrators to maintain it. Technologies: MS Access
Business Analyst, Full Stack Developer
VOGG Ltd (Shoe maker company)Business Analyst, Full Stack Developer
Sep. 1997 - Oct. 1999Georgia, TbilisiWorked out custom ERP application for automation Stock management and Sales processes in the company. Analyzed cmpany business processes, implemented them within the application. Trained end-users to work with the application and maintained its work. Technologies: Ms Access
IT Specialist
Save the Children InternationalIT Specialist
Mar. 1997 - Sep. 1998TbilisiDeveloped and maintained a NGO directory database. Maintained the local network. Solved employee problems related to the IT infrastructure: installed and maintained applications/OS, printing, and emailing problems. Perform IT-related sales
Data analyst, Software Developer
Department of StatisticsData analyst, Software Developer
Sep. 1991 - Jul. 1997TbilisiProcessed data for different reports and statistical analysis using Dbase, FoxBase, Clipper (Database management systems), develop small Data management applicatons in these systems. Developed an application for the inventory of refugees – database and data processing application. Technologies: Dbase, Foxbase, Clipper, MS Access
Junior Scientist specialist
Physics InstituteJunior Scientist specialist
Apr. 1989 - Jun. 1991TbilisiDeveloped a Fortan application simulating the high-energy collision experiment with the Monte-Carlo method, based on a Geant package. Ran in the VAX/VMS environment Technologies: Fortran, Geant – Simulation library
Engineer
Computing Support Regional CenterEngineer
Oct. 1985 - Mar. 1989TbilisiRepaired mainframe peripheral equipment (printers, card readers, and perforators) as per customer request.
Early Career (Engineering & Scientific Computing & Development)
Early EngagementsEarly Career (Engineering & Scientific Computing & Development)
Sep. 1985 - Jan. 1998Georgia, Tbilisi* Software Architect / Developer, VOGG Ltd (Jul 1997 - Oct 1999) Architected and implemented a custom ERP system for a shoe manufacturing company, covering data model, application architecture, and business process automation using MS Access. * Chief Information Specialist (Software Developer / Network Administrator), State Statistics Committee (Sep 1991 - Jul 1997) Developed database applications for national statistical data processing and administered local network infrastructure supporting distributed data collection and reporting. * Junior Scientist, Physics Institute (Apr 1989 — Sep 1991) Developed Monte Carlo simulation models for high-energy particle collision experiments using GEANT package on Fortran, contributing to statistical modeling and experiment preparation. * Mainframe Systems Engineer (Peripheral Equipment), Computing Support Regional Center (Oct 1985 — Mar 1989) Installed and maintained mainframe peripheral systems (printers, card readers), ensuring stable operation of enterprise data-processing environments.
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