Telecom & Network Automation Fellow · NTI

Menna Allah
Ashraf Saad

منة الله أشرف سعد

RAN Planning·Optimization·Automation

Communications & Electronics Engineer — A+ with Honours from Mansoura University. I plan and tune mobile networks from 2G to 5G SA, work with Open RAN and cloud RAN, and write the Python that automates the routine.

Mansoura, Egypt · class of 2025

A+ Honours90.9% · 6818/7500
5G SA · O-RANNTI · 420 hours
8th in classFaculty honour
Final gradeA+Distinction with Honours
Cumulative score90.9%6818 out of 7500
NTI fellowship420htelecom lab + corporate internship
Certificates15training, honours & IEEE
About me

Engineer by training,
leader by habit.

I graduated from Mansoura University in Communications & Electronics Engineering with Distinction with Honours — A+, 90.9%, in the top 20 of my cohort.

Today I'm on an intensive four-month fellowship at the National Telecommunication Institute (NTI): 420 hours of telecom lab work paired with an on-site corporate internship in end-to-end mobile network planning, RF optimization, 5G Standalone, Open RAN and AI-driven automation.

Before that I completed the full 2G-to-5G engineering track, an 80-hour antenna design programme at the Electronics Research Institute and the Radio & TV Institute's telecommunications course — and led my graduation team to an A+ on a real-time health-monitoring system.

I'm action-oriented and quick to learn, I like lifting the people around me, and I care about details — the same mindset behind BALLOON, the stationery brand I run.

Experience

From link budget
to live network.

RF planning & optimization

Link budgets across legacy and NR bands (RSRP, RSRQ, SINR); cluster design, site placement and Monte Carlo capacity simulation in Atoll; TEMS Discovery and Actix drive-test analysis to fix coverage holes, pilot pollution and overshooting.

5G core & radio

5G Service-Based Architecture and gNB CU/DU functional splits; 3D Massive MIMO beam patterns; eMBB and URLLC network slices (NSSAI, 5QI).

Signalling & troubleshooting

LTE Attach, 5G SA Registration, NGAP, NAS and RACH flows in Wireshark; VoNR SIP signalling, latency budgets and MOS.

Open RAN & cloud RAN

O-RAN 7-2x splits (O-CU, O-DU, O-RU) over eCPRI; Near-RT and Non-RT RIC with xApps/rApps; containerised, scaled vBBUs on Kubernetes.

Python automation & AI

Pandas/NumPy scripts parsing OSS PM counters and CDRs to find worst cells; parameter changes automated over REST APIs; ML traffic-prediction models for energy saving.

Capstone: smart-city 5G

An end-to-end 5G SA / O-RAN smart-city network with closed-loop traffic steering and dynamic slicing, presented to industry.

Graduation project · A+

Smart Elderly Health
Monitoring with AI.

SensorsHeart rate · SpO₂ · body temperature
MicrocontrollerFirmware streams live readings
ML modelPython anomaly detection
Caregiver alertInstant notification

A real-time IoT platform for elderly patients. Biometric sensors feed an embedded microcontroller; a Python machine-learning pipeline flags abnormal readings and alerts caregivers straight away — taking the guesswork out of remote care.

  • Team leader across the whole lifecycle: hardware architecture, sensor integration, firmware, the ML pipeline and the final defence.
  • Graded A+ — Excellent by the examination committee, as recorded on the graduation certificate.
IoTEmbedded firmwareBiometric sensorsPython MLTeam leadership
Telecom engineering track

Every generation,
from GSM to 5G.

Trust Academy with Eng. Waleed Elsafory · June – August 2024 · four certificates

  1. 2GGSM · GPRS · EDGE

    Drive test + post processing

  2. 3GCDMA · UMTS · HSPA

    Drive test + post processing

  3. 4GLTE · LTE-A · LTE-A Pro

    Network planning + drive test

  4. 5GSA & NSA architecture

    Network planning

Practical Antenna Design: From Theory to PracticeElectronics Research Institute · 80 hours · Jul – Aug 2023
Telecommunications EngineeringRadio & TV Institute (RTI) · 30 hours · Aug – Sep 2024
Skills

What I work with.

RAN & standards

2G GSM / GPRS / EDGE3G UMTS / HSPA4G LTE / LTE-A Pro5G SA / NSAO-RANMassive MIMOBeamformingVoNRNetwork slicing (eMBB, URLLC)

RF planning & optimization

Link budgetDrive test & post-processingCoverage & capacityHandover tuningWorst-cell analysisInterference (PIM)AtollTEMS DiscoveryActix Analyzer

Protocols & interfaces

3GPP Rel. 15–18S1 · X2N1–N4eCPRI (7-2x)O1 · E2Wireshark (NGAP, NAS, SIP)

Cloud, virtualization & AI

PythonPandas · NumPyMatplotlibScikit-learnREST APIs · JSONDockerKubernetes (vRAN / vBBU)RIC xApps / rAppsLSTM forecasting

Hardware & embedded

Circuit designMicrocontrollersSensor interfacingIoT prototypingAntenna simulation & fabricationSolidWorks

Professional

Business EnglishScope & schedule managementRoot cause analysisTechnical presentationLeadership
Activities & honours

Beyond the classroom.

8th

Faculty Certificate of Honour

Recognised by the Faculty of Engineering for academic excellence — ranked 8th in the third year of Electronics & Communications Engineering, 2022–2023.

IEEE Victoris 2.0 — Micromouse finalist

Competed in the NTRA-sponsored micromouse robotics competition run by IEEE Mansoura Student Branch and qualified for the finals (Sep 2023).

IEEE CS — Most Active Volunteer

Named one of the most active volunteers of the Flutter Committee, IEEE Computer Society Mansoura chapter, through 2022.

Cellular Communications — Appreciation

Thanked by the Electronics & Communications Department for her active participation in the Cellular Communications course.

3rd JEPE Engineering Exhibition

Volunteered on organisation and logistics for the faculty's third Engineering Projects Exhibition (24 July 2022).

Beyond engineering

Founder of BALLOON.

Stationery brand · Egypt

Notebooks, planners, colouring & puzzle books — made with heart.

BALLOON is the stationery brand I run alongside engineering. Its philosophy is simple: thoughtful UX, bespoke details and heart-made designs, at prices people can afford.

Visit ballooneg.com
Action-oriented

An "idea → action" mindset: grit, resilience, fast learning and relentless execution.

Positive presence

Engaging and uplifting, with a genuine drive to support and empower others.

Eye for detail

A product philosophy built on UX and bespoke, carefully made details.

Discipline

A consistent athletic routine — health as the foundation for energy and focus.

Journey

The road so far.

  1. Starts engineering at Mansoura University

    Faculty of Engineering, later specialising in Communications & Electronics.

  2. English for Engineering — AUC

    30 contact hours at the American University in Cairo's School of Continuing Education. Volunteers at the 3rd JEPE exhibition.

  3. Employability Skills Track

    Aspire Training Solutions, made possible by USAID and AUC.

  4. IEEE Most Active Volunteer

    Flutter Committee, IEEE Computer Society Mansoura chapter.

  5. Ranked 8th in her class

    Faculty Certificate of Honour for the third year.

  6. Practical Antenna Design — 80 hours

    Electronics Research Institute: theory, simulation and fabrication.

  7. Micromouse finalist

    IEEE Victoris 2.0, sponsored by NTRA.

  8. Telecom track: 2G → 5G

    Four Trust Academy certificates in drive test, post processing and network planning, plus a soft-skills course with the Entrepreneurship Club.

  9. Telecommunications Engineering — RTI

    30 training hours at the Radio & TV Institute.

  10. Graduates A+ with Honours

    90.9% · 6818 / 7500 · top 20 of the cohort · graduation project graded Excellent.

  11. NTI Telecom & Network Automation Fellowship

    420 lab hours + corporate internship: RAN planning, RF optimization, 5G SA, Open RAN and Python automation.

Certificates

The record, in full.

Every certificate is a cleaned-up scan of the original. Tap one to see it full size.

Contact

Let's talk.

Open to RF and telecom engineering, hardware development and network planning roles.

Download CV (PDF)