CĂ©sar Capilla
I'm a Machine Learning Engineer.
I like to build software tools that leverage data to solve real problems.
Hi đź‘‹, my name is
About Me
Mathematician and passionate about programming and tech since childhood. I began my professional career as a data scientist and have recently made a career shift, focusing on backend development and cloud infrastructure for Machine Learning systems.
My main motivations are learning new things, solving problems and creating value.
These are the technologies/frameworks I use on a daily basis:- Python
- MLOps
- AWS Cloud
- Docker
- SQL
- Git
Experience
Software Developer / ML Engineer
Oct 2021- Present
I am currently working as a Machine Learning Engineer on the Digital Finance Hub in Barcelona. My main responsibilities are:
Refactor and deploy on cloud PoC projects developed by Data Scientist
Implement MLOps processes that ensure the robustness and scalability of our machine learning models
Mentoring new team members
Expert in Data Science
Oct 2021- Sep 2024
Drive the implementation of MLOps processes on a specific project, automating the evaluation of models and developing dashboards that enable easy tracking of new model versions.
Product Owner within the Digital Finance Hub in a sales forecasting project, leading the latest phase of the project involving scope expansion of the forecasting model and moving it into maintenance.
Collaboration with Novartis Technical Operations acting as Data Scientist in a cost forecasting project, developing the main model during PoC phase and leading expansion of the project to new plants.
Conduct technical sessions to get to know work developed within the Digital Finance Hub to non-technical profiles both inside and outside Novartis
Data Scientist
March 2020 - Sep 2021
Social media data mining via natural language processing and graph databases.
Automation of warranty processing via machine learning models, using Dataiku as main workframe.
Education
2023 - Present
Master's in Artificial Intelligence
Universitat de València
Master’s Degree focused on:
- Classical deep learning models such as CNN, NN or LSTM
- Reinforcement Learning models
- Natural language processing models, including the latest technologies such as LLMs and RAG.
- Cloud AI environments
- Industrialization of AI products
Side Projects
Hugo
Bootstrap
Personal Website
This beatiful website you are visiting right now.
Python
TensorFlow
Streamlit
Recurrent Homer
A simple text generator based on recurrent neural networks. Done during the course of Master's Degree in Artificial Intelligence at the Universitat de València.
C
Mortgage Calculator
A CLI tool to calculate the monthly payment of a mortgage. Done to put in practice C programming language after completing C-from zero to hero course on LowLeveAcademy.
Get in Touch
Do you have any questions or just want to say hi? Don’t hesitate to reach out!