I will perform 4g 5g ran capacity planning, load balancing, and cell audits
4G 5G RAN Engineer for DT KPI Load and Capacity Optimization
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
•
Python
FAQ
Is my network data secure and kept confidential?
Yes, 100%. All processing is executed locally on an air-gapped machine with zero cloud uploads or third-party APIs. Your data remains strictly private.
What input formats are supported?
Standard Excel and CSV files. Both long format (one row per cell per day) and wide format (one column per date) for PRB data are natively supported.

