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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

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

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.

Telecommunications and Electronics Engineer. I am always in the customer's side, as Henry Ford said: "If there is any one secret of success, it lies in the ability to get other person's point of view and see things from that person's angle as well as from your own" I have knowledge in the areas of analog and digital electronics, PCB design, Arduino, microcontroller design, electronic automation systems, domotic, antenna design, programming, databases, web development, physics, mathematics, documents writing, etc. I have skills in computer aided design (CAD) such Proteus, Visual Studio Code, Matlab and Simulink, MMANA-GAL basic, Visual Studio, QT, WordPress, Xilinx Ise, Altera Quartus, Nextion Editor, and others like Auto Cad, Photoshop, Excel, Access, Word, etc. I am very responsible in my work and opened to dialog. I dedicate a lot of time to know every detail about needs of clients (every little detail is the most important for me). I am in favor that all terms are negotiable (time, requirements, budget, etc). Do not hesitate to contact me, as long as I am available and your needs fit my skills I will assist you.

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.

Senior Network Engineer, over 10 years experience in IT networks. Telecom, routing, switching, wireless, VOIP, VPN, firewalls, cabling, LAN/WAN. video surveillance, Cisco, Meraki, Ubiquiti, Netgear, SonicWall, HP and more. Cisco Routers, ISR 1900,2900.3900, 4300,4400, Voice Gateways, VG224, VG310, VG320,VG350, VG450. Voice, CSU/DSU, PRI, SIP. PSTN, POTS, analog lines. Cisco Wireless LAN Controllers ( WLC ) 9800, 5760, 5520, 5508, 4402, 2504. Access Points indoor,outdoor, CAPWAP, LWAPP, autonomous, mobility express, mesh and repeaters. IP Phones VOIP IP Phones Telecom Firewall ASA Network Security AnyConnect Cisco Unified Communications Call Manager, CUCM Collaboration Cisco Unity Connection, CUC CME Cisco Unity Express, CUE Power over Ethernet , POE , Network cabling Cisco Catalyst switches, 2960X, 9200, 9300, 3650, 3850,3750, 4506, 4510, 4500X Meraki Switches ,firewalls, Access Points and Cameras.