peremartra
Pere Martra
Barcelona, Spain

I got into AI through one of my hobbies: game development. I started applying Reinforcement Learning techniques to create video game characters, giving them personality and the ability to act autonomously. AI has now become my passion and a important part of my profession, where I'm helping the Management team to achieve their results improving tools and prospecting new uses of AI on Digital Channels. I continue my education not only through studying but also by creating content and helping others understand and get started in the world of AI. I'm also collaborating with startups with NLP-based solutions, assisting them in defining the technological stack, architecture the solutions, and team inception. If you have a project where you believe my expertise could be helpful, or if you simply want to discuss anything, don't hesitate to contact me at oopere@gmail.com. I am currently authoring a course on Large Language Models and their applications, available on GitHub. https://github.com/peremartra/Large-Language-Model-Notebooks-Course I serve as a mentor in the TensorFlow Advanced Techniques Specialization at Deeplearning.AI, helping students solve problems they encounter in their tasks. I passed the official TensorFlow exam, becoming one of the few TensorFlow Certified Developers in Spain, alongside an Azure Data Scientist Associate certification. Currently, I am pursuing the Micromaster in Data Science at UC San Diego, enhancing my foundational knowledge to complement my expertise in areas like Machine Learning and the use of Bug Data. You can follow me on Medium where I write about AI, with a special focus on Large Language Models, and deep learning with TensorFlow, for TowardsAI.net: https://medium.com/@peremartra

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252.2
CodersRank Rank
Top 4%
Associate Developer
Jupyter Notebook
Jupyter Notebook
Top 5
Jupyter Notebook
Jupyter Notebook
Developer
Spain
Top 10
Tensorflow
Tensorflow
Developer
Spain
Highest experience points: 0 points,

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List your work history, including any contracts or internships
CaixaBank Tech
Apr 2020 - May 2024 (4 years 1 month)
Barcelona, Catalonia
Applications Architect
·Helping Management to achieve the objectives in quality and service prospecting, architecting and improving Software Solutions.

Actual. Applications Architect Digital Channels.
Uadla
Jan 2020 - May 2024 (4 years 4 months)
Barcelona, Catalonia
Personal project
AI & Game Development Academy.
https://cursos.uadla.com/
Silk
14 years
Barcelona, Catalonia
ATM Security Head
Mar 2015 - Mar 2020 (5 years)
Define and implement the full Security plan of the biggest ATM net in Europe.
Continuous study of attacks on other entities. Review Measures applied in accordance with new threats. Authored the full security solution from scratch. Led the Security team formed by 2 Project Leaders and Providers.
Introduce the use of ML Techniques to detect abnormal behaviors used in fraud attacks. Reducing successful attacks by 90%.
Project Leader
Mar 2006 - Mar 2015 (9 years)
I.T. Project Leader Assets & Marketing Area.

This section lets you add any degrees or diplomas you have earned.
UC San Diego
MicroMaster Data Science, Artificial Intelligence
Mar 2023 - Mar 2024
This Data Science Master is composed by four courses:
- Python for Data Science.
- Probability and Statistics in Data Science using Python.
- Machine Learning Fundamentals.
- Big Data Analytics using Spark.

Mathematical courses cover probability, statistics, and machine learning. The applied
computational courses cover the use of specific toolkit and languages such as Python, Numpy,
Matplotlib, pandas, and Scipy, the Jupyter notebook environment and Apache Spark to delve
into real world data.
Generative AI with Large Language Models
Oct 2023
Large Language Models, Professional Certificate
Sep 2023

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