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CAD, GIS, FTTH, FTTx, OSP, KMZ, Shape files, Bead ACT, Census Data, middle mile, last mile, Point to Point design for broadband Telecommunications Experienced Engineer (25 yrs), with Electrical Engineering degree Telecom CAD and GIS Engineering Services: - Outside Plant (OSP) Right of Way (ROW) cabling CAD drawings for permitting and construction - Inside Plant (ISP) Design/Engineer/provide CAD drawings for Fiber Optic riser schematic and cabling maps - Fiber to the Home (FTTH) - GIS and KMZ/KML Maps - Broadband Equity Access and Deployment Program (BEAD) - Broadband Funding Feasibility Discovery - Census Tracts - Census Data - GIS Shape Files, KMZ Files, QGIS, ARCGIS, ESRI Engineering Design CAD Services: - Design/Engineer/provide CAD drawings for RF Distributed Antenna Systems for cellular, two-way radio - Bi-Directional Amplifier (BDA) systems, CATV - Design/Engineer/provide CAD drawings for Audio Visual Systems - Low voltage communications systems and schematics

I have over a decade of VoIP networking experience deploying and supporting both Hosted [Ring Central, OnSip, Vonage] and On-Premise [3CX, FreePBX, Vital] based PBX's. I specialize in the 3CX platform as it provides the most value to the enterprise. I can also enable AI Reception services to provide better interactions with new and existing clients. Whether it’s a cloud hosted or private hosted PBX, I can provide full end to end solution of services. I have a very structured template-based deployment that is based on the client Call Flow. Everything is documented from the IVR to the final destination of the call. I am also well versed in both AudioCodes and Ribbon (Sonus, Edgewater) Session Border Controllers and Gateways from turn up to cut over. My experience ranges from complete project management to individual SBC/GW implementations. My core focus has been VoIP connectivity and the applications that accompany it like POTS Replacement, SIP Trunks and hosted voice. VoIP services for the SMB and enterprise is my primary focus. Enabling features and driving value-add to the business is my goal. I am always more than happy to jump on a call and discuss my capabilities in detail.

Holds a PhD in Computer Science (Ghent University) focusing on optimization of wireless systems and AI/ML. Experienced in design and optimization of wireless systems (4G/5G (3GPP), Wi-Fi(IEEE 802.11), software-defined radio systems, digital signal processing, algorithm development, AI model training, data analysis, and project management. Skilled in Python, C/C++, and TensorFlow, with hands-on expertise in automation, technical tool development, and machine learning applications. Proven ability to contribute to interdisciplinary research projects, develop scalable software solutions, and work with diverse teams across academia and industry. Experienced in creating technical documentation, performance analysis tools, and training content for AI platforms. Strong background in system integration, scripting, and experiment-driven problem solving. Proficient in Machine Learning/AI, Python, and C/C++. # What I do: • Wireless systems & DSP: link- and system-level modeling, PHY/MAC algorithm design, KPI analysis (RSRP/RSRQ/SINR, latency, throughput), coverage/heatmap tooling, performance evaluation. • SDR prototyping: end-to-end builds with USRP/FPGA; experiments on srsRAN, OpenAirInterface. • AI/ML for comms: feature engineering (FFT/IQ pipelines), classification models, federated/reinforcement learning, model training/evaluation in TensorFlow & PyTorch. • Automation & data tooling: Python pipelines for data labeling, parsing, and visualization (e.g., Grafana), experiment orchestration, and reproducible research assets. • Technical content: research-grade writing, specs, API docs, tutorials, grant proposals, MCQs/exams, and training content for AI platforms. # Selected outcomes: • ML-based preprocessing for signal-type identification that improved classification accuracy (FFT-driven pipeline in Python/TensorFlow). • Federated learning–based spectrum sensing that dramatically reduced data transfer needs during training while maintaining model performance (PyTorch). • Dynamic spectrum-sharing research across 4G/5G that increased spectrum-utilization efficiency, validated via simulation and analysis. • Robust post-processing/visualization tools for drive-test data, enabling faster KPI reporting and decision-making. # Technical content & documentation: • Experienced technical content writer with a strong background in implementing solutions and producing detailed reports for large-scale research initiatives. • Skilled in authoring original research articles, technical documentation, grant proposals, and in disseminating scientific findings. • Comfortable translating complex DSP/communications and AI concepts into clear, accurate materials for engineers, researchers, and non-technical stakeholders alike. # Toolbox: • Python, C/C++, MATLAB • TensorFlow, PyTorch • Linux, shell scripting, Git • SDR (USRP), FPGA integration • srsRAN, OpenAirInterface, openwifi • Grafana • Data labeling/QA workflows # Collaboration: I’m available for consulting, scoped research/prototyping, algorithm development, KPI analysis/reporting, automation tooling, and technical writing.

Subject Matter Expert in the Telecom and IT fields. Electronics engineering generalist in designing and troubleshooting electronic circuits. Design electronic schematics, printed circuit boards. Complete with BOM ready for production. Experienced with cad and eda software, all Microsoft Office products, especially Microsoft Visio. Arduino coding for microcontroller projects. Telecommunications professional with 20+ years of progressive experience in fiber network design, OSP engineering, and outside field operations. Proven success advancing from field technician to Regional Fiber Planner, overseeing complex FTTx builds, backbone documentation, and fiber restoration efforts. Expertise in network mapping, splicing design, and regulatory compliance, with a hands-on background in both aerial and underground infrastructure. Recognized for leadership in emergency restoration, splice documentation standardization, and cross-functional collaboration between planning and field teams.

SUMMARY 15 years Experience in RAN, devices, and WIFI design, testing & Optimization. proficiency in Tableau and the types of dashboards developed for network monitoring Atoll Certified for Designing indoor/out network works. Skill: 4G/5G RAN Design Network Optimization Wi-Fi Design and Testing Antenna desing input Android/IOS Devices testing, firmware Tableau Data Visualization Data Analysis Telecommunications

Certified Wireless Network Expert #250 (CWNP), Cisco Certified Network Associate Route/Switch, Wireless (CCNA R&S, CCNA-W), Ekahau Certified Survey Engineer, and contributing author to the Certified Wireless Network Associate 107 book. I also hold a General Class Amateur Radio license - W4LAN.