I will perform 4g 5g ran capacity planning, load balancing, and cell audits

China

I speak Chinese, English

4G 5G RAN Engineer for DT KPI Load and Capacity Optimization

I help RF teams turn 4G/5G data into traceable engineering actions. I support DT/KPI analysis, issue localization, load and capacity assessment, load balancing, PCI/TAC/MOD3 audits, RF planning, and ...
About this Gig

Are you dealing with massive cellular dumps, high-load bottlenecks, or risky carrier shutdowns?


With 17 years of hands-on RAN experience across 4G LTE and 5G NR networks, I provide turnkey capacity planning, load-balancing analytics, and parameter audits powered by proven Python workflows.


PAIN POINTS I SOLVE:

1. Corrupted Data: Fix missing coordinates, irregular bandwidth, and mixed PRB units (0.7 vs 70%) with automated data audits.

2. Blind Expansion (CAPEX Waste): Prioritize co-site and opposite-sector balancing candidates to absorb traffic dynamically before adding hardware.

3. Risky Carrier Reduction: Avoid traffic spikes. I use a bandwidth-adjusted weighted merge-load formula to verify safety thresholds before carrier shutdown.

4. 100% Privacy & NDA Safe: Local processing on an air-gapped machine with ZERO cloud uploads.


WHAT YOU RECEIVE:

Data Quality Audit Workbook (flagging coordinates, format & duplicate issues)

Candidate Balancing Tables (WGS-84 geodesic & azimuth matching)

Actionable Decisions (Load Balancing, Expansion, Reduction)

Executive HTML Management Report (interactive frequency dashboard)


Please message me before ordering!

Technology:

Excel

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Python

Expertise:

Data extraction

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Data manipulation

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Data validation

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ETL