Prashanth Saravanan

• Developed and implemented data-driven insights to optimize processes and improve decision-making.
• Executed LTE/NR Parameter Audit and created Pre-Post KPI visualizations.
• Designed multiple automation scripts in R for PAN India LTE and NR parameters audit automation and comprehensive KPI analysis.
• Played a pivotal role in LTE Network Optimization Projects, conducting a comprehensive analysis of RF-related issues.
• Utilized R for deep analysis of parameters impacting various network elements, achieving a improvement in network performance PAN India.
• Developed a real-time, interactive data visualization dashboard using RShiny , enhancing network monitoring and decision-making processes and Deployed on in-House VPS Servers..
• Hands on experience on Samsung Tool(LSMR,LSMC)and Reporting Suite Mycom OSI as KPI monitoring for Proactive and Reactive analysis. Responsible for rolling out new software packages across Network and Monitoring KPI's/Customer Experience Post Execution.

LTE/NR Parameter Audit and Pre-Post KPI Visualization

• Developed Multiple Automation scripts in R language for PAN India LTE and NR parameters audit Automation and PAN India cell level KPI analysis s and Visualization using R Library's like dplyr,tidyverse,ggplot,datatable,shiny etc .

LTE Network Optimization Projects

• Part a team to optimize the LTE network by conducting a comprehensive analysis of RF-related issues.
• Utilized R to perform deep-dive analysis of parameters affecting Accessibility, Retainability, Mobility, Throughput, and VoLTE Mute Call Rate.
• Implemented parameter-level optimizations resulting in a 10% improvement in network performance.
• Performed data cleaning, Exploratory Data Analysis, Data transformation using R on RAN Dumps to find out RCA for LTE and NR Parameter Related issues on all types of data

• Monitored and Improved user experience based on KPI Engineering and Analysis of KPI Trends for both proactive and reactive analysis using R.
• Access and manipulate RAN Database for Parameter Audit from in-House Servers using R for RCA/RCF for Network Performance Issue.
• Developed R scripts for for Data Driven Analysis and Visualization for Multiple PPT's for Upper Management for Data Driven decision making.
• Creating multiple dashboards for RET changes and its affect on Interference mitigation/Coverage/KPI's and publishing to higher management on daily basis to assist in data driven decision making.
• Implemented rich, interactive data visualizations using R programming language for Pre and Post KPI analysis of feature trials.
• LTE Interference Correlation Project
• As a member of the Reliance Jio NPO LTE RAN team, I was part of the LTE Interference Correlation Project, focusing on improving network performance and customer experience. The project's main goals were to identify and mitigate interference issues within the LTE network.
• Created interactive data visualizations using ggplot2 and RShiny to represent interference patterns and their geographical distribution.
• Worked with Vendor Team and Used Algorithms like Random forest and Time series forecasting for creating a model to predict Topographic Interference Detection using Python.

• Governance of configuration changes happening in RF Domain Network done by Both NHQ and Circle team and Impact on LTE KPI's.
• Exception Handling for the network and cross domain analysis for RCA and implementing RCF for exception resolution
• Creating multiple dashboards for RET changes and its affect on Interference mitigation/Coverage/KPI's and publishing to higher management on daily basis to assist in data driven decision making.
• Implemented rich, interactive data visualizations using R programming language for Pre and Post KPI analysis of feature trials..