Cesar Cardozo

Cesar Cardozo

Radio Frequency Optimization Engineer @ Telrad Chile S.A.

About

Telecommunications professional specialized in RF Optimization and mobile network performance improvement across multi-technology environments including GSM, UMTS and LTE. Throughout my career I have developed strong hands-on experience in RF KPI analysis, parameter optimization, traffic management, coverage and capacity enhancement, contributing to measurable improvements in network quality and user experience. I have worked in regional projects supporting operators and vendors, focusing on end-to-end optimization processes from data analysis and troubleshooting to implementation and post-optimization validation. My technical approach is highly data-driven. I leverage analytics tools and performance dashboards to identify network bottlenecks, propose optimization strategies and monitor results, always aligning technical improvements with business impact such as better accessibility, retainability, throughput and overall customer satisfaction. I am particularly motivated by complex network challenges, new technology evolution and continuous learning. My experience spans legacy and modern RAN environments, including VoLTE readiness initiatives and exposure to emerging 5G concepts, allowing me to bring a holistic understanding of mobile network evolution. I am open to collaborating in optimization projects, performance analysis roles or data-driven telecom initiatives where technical expertise, problem solving and proactive mindset can add real value to network performance and operational efficiency.

Country

-

City

Paraguay

Industry

Telecommunications

Skill

RF Optimization, Radio Frequency (RF) Engineering, Radio Network Optimization, KPI Reporting, 4G, VolTE, Power BI, Data Analysis, DAX, KPI Development, Extract, Transform, Load (ETL), SQL, Data Modeling, Business Intelligence (BI), Dashboard Development, Power Query, Data Visualization, Data Integration, Performance Management, Executive Reporting

Experience

Telrad Chile S.A.

Radio Frequency Optimization Engineer

Telrad Chile S.A.

LinkedIn
2026-2 - Present · 8 mos

Santiago, Santiago Metropolitan Region, Chile

Nationwide refarming project between the 3G1900 and LTE1900 networks. RAN optimization of cells/clusters, maximizing load balancing between LTE carriers and improving throughput as a result of increased available bandwidth, fine-tuning of coverage and handover; adjustments in the SRVCC service performance and other VoLTE configurations for proper operation. Specific optimization work on major offenders.

Telrad Chile S.A.

Data & Performance Optimization Consultant

Telrad Chile S.A.

LinkedIn
2021-5 - 2025-6 · 4 yrs 2 mos

Santiago, Región Metropolitana de Santiago, Chile

Led Power BI dashboard development for KPI monitoring/optimization across multi-technology operations (4G / 3G / 2G). Built automated ETL pipelines integrating SQL databases and spreadsheets, reducing manual reporting efforts by over 30%. Designed DAX-based KPI models for performance analysis, trend detection, and operational forecasting. Delivered executive dashboards supporting management decision-making and performance optimization strategies.

Entel

RF & Performance Optimization Consultant

Entel

LinkedIn
2012-7 - 2019-1 · 6 yrs 7 mos

Santiago - Chile

Conducted daily RF KPI analytics/optimization across 4G/3G/2G technologies. Developed Excel and SQL-based reporting frameworks consolidating multi-source datasets. Implemented traffic balancing models and performance remediation strategies based on KPI insights. Supported network feature trials and optimization planning using data-driven recommendations.

Ericsson

3G RF Optimization Engineer

Ericsson

LinkedIn
2011-10 - 2012-9 · 1 yr

Santiago de Chile

- 3G/UMTS optimization, maintaining RNC performance by daily analysis of kpi’s; Call set up (RRC accessibility, RAB CS,RAB PS,RAB HS accessibility), traffic, Data, blocking, drop call, IRAT HO, Analysis of failures for inter and intra MSC HOs, Soft and Softer Handover (3G-3G) faults, alarms, traces and trouble shootings, on W10/11/12 releases. - Identification of performance issues in 3G network and the implementation of optimization plans, including IRAT, WNCS/FFAX/CTR, NCS, Cell Reselection, traffic balancing between carriers, Handover setting, frequency, neighbors, radio parameter tuning, antenna and Kit adjustments to meet client’s targets. - 3G/2G Clusters Optimization by analysis of drive test logs in TEMS, including areas with poor Ec/Io, Ec/No, RSCP, Rx Levels, RxQual, Pilot Pollution areas, etc and proposing solution by appropriate physical and logical parameter changes. - Identification of performance issues in the 3G network (e.g., Iub over IP, HS servere congestion, Iub availability/congestion, Node Downtime, hardware failure, etc). - RNCs border area optimization: HO, HS over Iur and trigger HS to DCH (donwswitch). - Frequency (GSM), PSC (3G) and neighbors planning/optimization (2G, 3G and IRAT). - Recommend, trial and implementation of parameters changes / features, regarding W11 and W12 releases. - 3G KPI testing and reporting, R99 & HSDPA throughputs, drop rate CS,PS interactive, RRC connection set up, RAB efficiency, SHO, Channel Element utilization (UL, DL), etc. - Interference analysis (using scan files and STS). - Monitoring of RNC MP/CC/DP/PDR load and RBS resources (e.g. CE, # of HS/EUL users, etc.) - Traffic steering desing and implementation between WCDMA carrier, according to client’s requirement. - GPEH/UETR/CTR measurements post-processing and analyzing by using TVE and homemade macros. - 2G KPI optimization and feature implementation/adjusting like a previous task before refarming. - Specific traces for troubleshooting purpose.

Ericsson

3G RF Optimization Engineer

Ericsson

LinkedIn
2010-7 - 2011-9 · 1 yr 3 mos

Otimização de RF, no projeto 3G-SPC da Vivo (Telefonica)

Huawei

3G RF Optimization Engineer

Huawei

LinkedIn
2010-2 - 2010-6 · 5 mos

Initial Tuning and Optimization processes for Huawei’s Client 3G Network (CLARO Brazil)

Aircom (a TEOCO Company)

3G RF Initial Tuning and Optimization Engineer

Aircom (a TEOCO Company)

LinkedIn
2009-9 - 2010-1 · 5 mos

Initial Tuning and Optimization processes for Aircom’s Client 3G/2G Network (CLARO Guatemala) including three vendors, Ericsson, Huawei and Nortel.

Ericsson

3G Radio Network Design and Initial Tuning Engineer

Ericsson

LinkedIn
2008-8 - 2009-2 · 7 mos

Radio Network Design and Initial Tuning process for Ericsson’s Client Network (Nucleo Paraguay – Personal).

Ericsson

2G/3G Optimization Engineer

Ericsson

LinkedIn
2004-3 - 2008-6 · 4 yrs 4 mos

Initial Tuning and Optimization process for Ericsson’s Client Network (Claro- America Movil).

Hutchison Telecoms

Ingeniero de RF

Hutchison Telecoms

LinkedIn
2001-3 - 2004-2 · 3 yrs

Optimization & Planning Department Chief

Cesar Cardozo's Contact Information

Email

******@***.com

Phone

(**) *** ****

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