Data Scientist with expertise in machine learning and advanced model development.
I leverage cutting-edge technologies to transform complex data into actionable insights, driving business improvements. With experience in telecommunications and a variety of projects, I develop AI solutions that enhance performance and reliability.
Some examples of my results include:
● Enhanced Network Reliability: Improved performance at Ericsson by developing machine learning models with TensorFlow and Keras, automating healing processes in Self-Organizing Networks (SON) and achieving significant performance gains.
● Data-Driven Decision-Making: Analyzed diverse datasets including 4G/5G network data, audio, and images using Python, Pandas, and NumPy. Created clear data visualizations and performed data processing for cleaning and manipulation, aiding stakeholders in making informed decisions.
● Optimized AI Models: Conducted thorough model evaluations with Weights & Biases and MLflow, focusing on accuracy and power consumption, which accelerated the optimization process.
Fluent in English, Spanish and French.
I am passionate about working with innovative AI tools to apply them across different sectors, delivering significant value and driving success.
Feel free to connect with me here on LinkedIn!