Post-Doc 5G measurement
Weizenbaum Institute for the Networked Society
juin 2024 - septembre 2025
• Advanced 5G Measurement: Led research on advanced 5G measurement techniques (AI/ML, hybrid, UAV), analyzing methodologies, challenges, and solutions for digital economy and internet policy applications.
• 5G Standard & Implementation Expert: Analyzed 3GPP Releases 15 and led 5G SA/NSA deployments across 3.5 GHz, 2.1 GHz, and 700 MHz bands, enabling real-world validation of standardized network performance.
• Network Performance & Coverage Analysis: Executed detailed field measurements, demonstrating LTE coverage (approx. 1 km) and optimizing 5G coverage (3.5 GHz, 2.1 GHz, 700 MHz bands approx. 600-700m). Conducted performance analysis in urban environments (e.g., Alexanderplatz to Zoologischer Garten).
• Project Supervision & App Development: Supervised student projects focused on developing applications for 5G measurements.
Post-Doc 6G RIC
INET TU-Berlin
septembre 2022 - décembre 2025
• Advanced 5G/6G & AI-RAN Research: Conducted in-depth research and published extensively on advanced wireless communication technologies, including 5G/6G, Open RAN (O-RAN), Reconfigurable Intelligent Surfaces (RIS), Cell-Free Communication, and AI in Radio Access Networks (AI-RAN).
• Innovative Network Solution Design & Validation: Engineered and implemented advanced networking solutions, rigorously validated through simulation and testbed configurations (NS-3, 5G-LENA, USRP X310, Wireshark, PTPv2 analyzer):
Secure Dual-Path 5G Video Streaming: Designed and validated an architecture leveraging MPQUIC + eCPRI/VLAN for encrypted multi-path video streaming over 5G fronthaul, achieving <100ns synchronization precision and 15ms P99 latency with dual-layer encryption (TLS 1.3, MACsec).
AI-Enhanced Space Safety: Developed an AI-driven system utilizing LLaMA and Python (NumPy, Pandas)for real-time satellite anomaly detection from 40,000+ laser ranging observations, demonstrating stable orbital behaviour.
Custom Live Streaming Pipeline: Created a lightweight, modular RTMP-to-HLS live streaming setup using FFmpeg, Docker Desktop, and NGINX-RTMP, designed for multi-bitrate output and edge deployments.
• Academic Leadership & Mentorship: Supervised multiple student projects (e.g., 5G TCP, Satellite & Wireless Localization, SDN Controller Comparisons) and taught graduate/undergraduate courses on Applied Networking and Multimedia Wireless Networks.
• Conference & Workshop Leadership: Presented poster on RIS at the 6G conference in Nuremberg and organized Cell-Free Networks workshops.
Wireless Network Engineer
ZH Technologies Pakistan
mai 2007 - janvier 2009
• WLAN Design & Deployment: Involved in the design and deployment of WiFi networks across multiple locations.
• Wireless Technology Expertise: Gained hands-on experience with Aruba wireless Controllor, Cisco Aironet APs/Bridges (350-1500 series), 802.11a/b/g standards, Voice WLAN (VWLAN), RF site surveys, L2/L3/Fast Roaming, and WLAN Security (WEP, WPA, 802.1x, EAP, PEAP, LEAP, TKIP, LWAPP).