Himalayas logo
PM
Open to opportunities

Prabash Madusanka

@prabashmadusanka

Senior RF engineer specializing in 5G network optimization and planning.

Sri Lanka
Message

What I'm looking for

I am looking for a senior RF role where I can apply 5G planning, data-driven optimization, and ML to improve network KPIs and user experience in a collaborative, innovation-focused team.

I am a Senior Radio Frequency engineer with deep experience in 5G and LTE network planning, drive-testing, and optimization across multiple vendors and markets. I combine academic research in machine learning for wireless systems with hands-on field experience delivering measurable KPI improvements.

My work includes leading RF optimization teams, designing network plans, conducting large-scale 5G data collection and benchmark testing, and developing automated KPI dashboards and ML models to predict throughput. I have a history of troubleshooting complex network issues using L3 signalling, carrier aggregation techniques, and vendor tools to improve coverage, capacity, and user experience.

I hold MSc degrees in Communication Systems and Telecommunication Engineering and have produced thesis work applying LSTM and Random Forest models for 5G throughput prediction and channel estimation research for Massive MIMO. I seek roles where I can apply RF expertise, data-driven optimization, and cross-vendor experience to drive network performance and innovation.

Experience

Work history, roles, and key accomplishments

UE
Current

Senior Radio Frequency Consultant

UExplus

Apr 2024 - Present (1 year 6 months)

Provide expert network planning and 5G cluster design guidance, analyze SSV/cluster reports and optimize DT and OSS KPIs to improve 5G site performance.

Education

Degrees, certifications, and relevant coursework

University of Tampere logoUT

University of Tampere

Master of Science, RF systems

2021 - 2023

Master of Science in Communication Systems and Networking with coursework in wireless communications, signal processing, and networking; thesis on 5G cell-level throughput prediction using machine learning.

University of Moratuwa logoUM

University of Moratuwa

Master of Science - PG.Dip, Telecommunication Engineering

2018 - 2020

Postgraduate Diploma/Master of Science in Telecommunication Engineering covering digital communications, wireless networks, and signal processing; project on channel estimation techniques for massive MIMO systems.

Asian Institute of Technology logoAT

Asian Institute of Technology

Bachelor of Science in Engineering, Telecommunication Engineering

2012 - 2016

Bachelor of Science in Engineering with focus on telecommunications and signal processing; thesis on indoor localization using a hybrid Wi‑Fi and Bluetooth fingerprinting method.

Tech stack

Software and tools used professionally

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan
Prabash Madusanka - Senior Radio Frequency Consultant - UExplus | Himalayas