JDFreelancer profile translated to English.
Back to original languageAbout Jhonny
Engineer passionate about Data and Machine Learning, with solid experience in 5G data analysis and deployment of IT solutions in production. Curious and constantly technologically aware, I am motivated by the implementation of solutions based on Machine Learning and Data Science, from the development phase to production. I am particularly involved in MLOps projects, where I can combine automation, industrialization, and concrete impact.
French
Native or bilingual
Spanish
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Nokia,CI/CD Verification Engineer. 5G Data Analysis/ScientistMarch 2018 - Today (8 years and 3 months)Paris, FranceWithin the CI/CD (Continuous Integration/Continuous Delivery) process for 5G software, my main mission was the extraction, transformation, and analysis of data flows and KPIs to verify and validate the 5G systems to be implemented for our clients. Generation of regression models for throughput prediction.• Automatic generation of KPI visualization reports with Python (Matplotlib, Seaborn). Automation reduced report generation time from 3 hours to a few minutes.• Development of a supervised ML model (Regression) for throughput prediction based on mobile-side radio indicators to detect system anomalies.• Development of Dashboards with Tableau and PowerBI.• Extraction and transformation of raw data from mobile equipment using software like XCAL.• Analysis of 5G system traces and logs
- Davidson Consulting pour Bouygues Telecom,Project Engineer.January 2016 - March 2018 (2 years and 2 months)78140 Vélizy-Villacoublay, FranceAs part of the Bouygues and SFR network sharing project in France, I was responsible for:• Piloting and monitoring the production deployment of network element planning and configuration tasks to bring base station clusters into operation weekly. Over a hundred base stations commissioned on average each month.
- Davidson Consulting pour Bouygues Telecom,Performance EngineerApril 2013 - December 2015 (2 years and 8 months)78140 Vélizy-Villacoublay, FranceAs part of the 3G/2G 900MHz frequency refarming project, I was responsible for:• Analyzing performance indicator (KPI) data for dozens of base stations weekly after their commissioning. Between 10 and 20 incidents handled on average per week.
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Education
- Machine Learning EngineerDataScientest - Mines Paris – PSL Executive Education.2025Data Product Manager / Data Science / Data Engineer / MLOps
- Master of Science IT: Convergent Network Engineering and DesignIMT Atlantique. Ecole de Mines-Télécom.2012Réseaux IP / Telecommunications / Informatique / Data / SQL