Senior telecommunications professional combining more than 10 years of experience in Radio Access Network Planning and Optimization with advanced Python automation and software engineering capabilities.
Experienced in end-to-end performance optimization across 2G, 3G, 4G LTE, and 5G NR networks, including KPI analysis, parameter optimization, root-cause investigation, cluster auditing, network modernization, and executive performance reporting.
Designed and developed purpose-built automation solutions that streamline telecom operations, improve data quality, accelerate engineering workflows, and reduce repetitive manual work.
End-to-end radio engineering experience covering network performance monitoring, cluster-level KPI governance, parameter optimization, root-cause analysis, network modernization, and multi-technology performance stabilization.
Continuous monitoring, statistical analysis, and parameter optimization of critical radio KPIs, supporting network performance targets and operator service-level requirements.
Advanced investigation of degraded cells and clusters, combining KPI behavior, network configuration, alarms, traces, neighbor relations, interference indicators, and field information.
Delivery of structured post-modernization performance reports within a 48-hour evaluation cycle for large-scale network modernization and SWAP activities. Provides technical teams and customer stakeholders with a clear view of performance evolution, affected KPIs, outstanding risks, and recommended corrective actions.
End-to-end integration and commissioning experience supporting the modernization of more than 2,000 multi-technology sites, including Huawei-to-Nokia migrations under MORAN and MOCN architectures.
Management and auditing of frequency-related network data across multi-RAT environments, supporting spectrum utilization, layer strategies, mobility performance, and network modernization.
Geospatial analysis of radio clusters to identify topology and configuration issues that are difficult to detect through tabular data alone.
Design and development of automation solutions for telecom engineering, data processing, geospatial analysis, reporting, and network modernization. These solutions replace repetitive manual procedures with structured, reproducible workflows, helping engineering teams reduce execution time, improve data consistency, and focus on higher-value technical analysis.
End-to-end automation pipeline designed to process network performance information, validate KPI data, generate technical and executive summaries, and prepare recurring NPO reports. Integrates data extraction, transformation, validation, visualization, document preparation, and email distribution into a controlled workflow.
A multi-RAT geospatial auditing solution designed to analyze radio-network topology and identify potential neighbor, orientation, distance, and configuration anomalies. Combines network configuration with spatial geometry to support cluster audits across 2G, 3G, 4G, and 5G technologies.
Command-line and workflow automation designed to support bulk sector-processing activities, configuration validation, and network-modernization procedures. Standardizes repetitive engineering tasks and helps reduce inconsistencies during large-scale deployment activities.
A high-performance ETL solution designed to consolidate, clean, transform, and validate large volumes of vendor configuration data during network-modernization and audit activities. Converts raw XML and CSV records into structured datasets suitable for analysis, comparison, migration support, and audit reporting.
A headless geospatial-processing environment designed to execute QGIS and PyQGIS workflows on Linux systems without requiring a graphical interface. Supports reproducible server-side execution, automated testing, scheduled processing, and integration with continuous-delivery pipelines.
A reusable engineering foundation designed to standardize the structure, configuration, testing, documentation, and delivery of Python-based automation projects. Accelerates project initialization while promoting consistent engineering practices across repositories.
A progressive career across RAN commissioning, integration, network modernization, performance optimization, technical reporting, and telecom automation.
Professional development covering 5G radio optimization, telecom deployment, data engineering, digital transformation, agile delivery, and technical training.
Available for opportunities involving RAN performance and optimization, multi-RAT network analysis, telecom automation, geospatial engineering, technical reporting, and international network-transformation programs.
I bring together practical radio-network experience and software-engineering capabilities to help teams analyze network behavior, automate repetitive processes, improve data quality, and accelerate technical decision-making.