SME contractor through LTTS / Senior Discipline Lead: • 5G slicing end-to-end expertise • Passive Throughput Data Analysis Automation (Python, Appium/Selenium, Android adb, Wireshark)

Personal Real Estate project: data collection, analysis, web site data synchronization (all with Python)Dedicate time to family

Technical lead, end-to-end performance assurance for 5G Private Networks: • Enhanced monitoring and performance analysis efficiency for all customer 5G Private Networks by 20% in under two months. Led the end-to-end process, from analysis and specifications to Python development, lab deployment, and production. • Successfully led the validation project for a second RAN vendor (Nokia), ensuring performance. • Spearheaded the Mobile Edge Computing (MEC) Proof of Concept, leading to successful deployments • Conducted research and developed Proof of Concept for additional End-User Devices (EUDs) to expand network capabilities. • Designed, implemented, and optimized a Data Collection pipeline using Python scripts, generative AI (ChatGPT, Brad) on multiple Cloud Virtual Machines (VM) while ensuring reliability commitments. • Developed and published Key Performance Indicator (KPI) reporting & analytics, consolidating data from diverse sources (RAN, Core Network, Gateways, Network Management System - NMS) for executive-level insights.

Lead the cloud software development team, product owner (5G Intelligent Management): • Set the product strategy to provide an operation & maintenance (OAM) management system with advanced automation and intelligent optimization features, and a millimeter‑wave planning solution • Manage the product line for MVP releases, ROI analysis and optimization, production deployment • Research forward-looking features for intelligent automation related to self-healing and self-optimization of 5G smart repeaters (based on Machine-Learning applied to Time Series) • Lead the software development (Azure Cloud: IoT Hub, serverless architecture) in an agile environment (scrum) • Manage the overall team (including UX design, Architecture, Agile Development, QA) • We built a cloud-based software solution from scratch with all 3 domains (CM, FM, PM), with GUI and API interfaces, a solid base for implementing intelligent functions. This solution is in the process of being integrated by our main client

Lead the Global System Engineering Team (US, Europe, India): • Member of the SON Product Line Leadership Team • Create the strategy for System Engineering and develop the plan to execute • Lead the evolution of the solution to Machine Learning and 5G • Coordinate with the Customer Leads

Lead the US System Engineering Team: • Mentor team members (all with 10+ years of experience, PhD levels) • Develop the strategy for the local team in collaboration with the global team (worldwide) • Deputy to the Head of SON Product Technology and Architecture • Own some SON modules as principal technical individual contributor

Lead the Design and Development of innovative algorithms and modules for Self-Organizing Networks (SON) in a multi-vendor multi-operator environment: • Create and prototype new algorithms for implementing SON use cases • Technical Advisor to the company leadership (CEO, CTO, VP of customer support) • Lead field trials on all SON modules in multiple countries with multi-vendor networks • Technical lead for pre-sales (RFP, RFQ, client presentations)

Lead the QoS optimization in the data domain, with a national and cross-vendor responsibility. • Created the QoS data optimization plan for the RANs (eUTRAN, UTRAN and GERAN), focusing on cross-vendor gains and national targets (trials, deployments, new features). • Synchronized the teams in marketing, engineering and operations in the QoS data domain to insure customer satisfaction. • Technical reference in the data domain • Developed network and customer satisfaction metrics to enhance the client experience

Manage a team of experts in charge of the access network performance across the US (LTE, Multi-Carrier HSPA+, GSM, All-IP Transport). • Conceived the strategy for enhancing the access network performance and quality of service in agreement with the vice-presidents; develop the annual optimization program. • Provided the budget and resource requirements to meet the goals • Conceived the strategies and deployment tactics for the annual optimization programs • Insured the cross-functional relations with the design, planning, product management, regional and operational teams • Dealt with the vendors for the features and services related to the access network, including negotiating the related contracts • Technical reference for the access network

Wireless Network Optimization and Performance Engineering • Sr Manager at Nortel Networks: ◦ Managed the UMTS RF, network optimization and performance team • Principal System Engineer at Nortel Networks: ◦ UMTS optimization: Proof of Concept deployment, optimization contract negotiations, in-the-field network configuration and optimization Wireless Network Design, Planning and Optimization • Manager, Sales Engineering: ◦ Technical reference lead for the D.C. Office (North-East Region): technical negotiations, trials, support • Project Team Leader: ◦ Managed a local team of 5 consultants and mentored client staff (ClearNET, now Telus) • Principal Consultant: ◦ PCS-GSM network optimizationRadio Access Network System optimization and research • Research System Engineering ◦ Micro-cellular network configuration and optimization ◦ Developed a software for network monitoring at the A‑interface ◦ Delegate in a UMTS project at the standardsResearch engineer at ONERA (National Aeronautics and Space Research Agency). • Radar's measurement data processing.