01WEB
Full-stack web applications
I develop complete, responsive and product-oriented web solutions, connecting clear interfaces with business logic, data and APIs.
Open to new opportunities
Steban
Felipe.
Full-Stack Developer | Web Applications | Automation | Data & AI
I build web applications and digital tools that turn complex processes, data and artificial intelligence into useful, efficient and scalable solutions.
Development workspace● deployed
APP_CORE.TSmain
const product = await build({
frontend: 'responsive',
backend: 'python',
data: 'intelligent',
delivery: 'reliable'
});
Current focus
Web products that work
Full-StackPythonTypeScriptWeb appsData & AI
01 / Profile
Software with a product mindset.
Full-Stack Developer with a background in Mechatronics Engineering and Intelligent Interactive Systems. I build web applications, APIs and automation tools that transform complex processes, technical data and applied artificial intelligence into clear, useful and scalable digital solutions.
My experience in national and European R&D projects has allowed me to work in demanding technological environments, where precision, traceability and data-driven decision-making are essential. I combine software development, data analysis, automation and product thinking to create maintainable, well-structured solutions designed for real users.
Full-StackWeb development
AutomationEfficient processes
Data & AIIntelligent solutions
MadridSpain
02 / Services
From problem to working web application.
02API
Backend, APIs and automation
I build backend services, REST APIs and Python tools to integrate systems, automate processes and solve real business needs.
03DATA & AI
Applied Data & AI
I transform complex data into visualizations, models and understandable, useful and actionable digital solutions.
04R&D
Technical and scientific software
I develop tools, pipelines and platforms for research, energy and innovation environments, focused on traceability, maintainability and results.
03 / Technical stack
Technologies to build from end to end.
01
Frontend and web experience
ReactJavaScriptHTML5CSS3Responsive DesignReusable componentsREST API consumptionUser-oriented interfaces
02
Backend, APIs and automation
Node.jsFastAPIPythonREST APIsWorkflow automationService integrationData processingReport generation
03
Databases, data and AI
SQLPostgreSQLPandasMatplotlibPlotlyMachine LearningPredictive modelsSignal processing
04
Tools, control and delivery
GitGitHubDockerJupyter NotebookTechnical documentationBasic deploymentFunctional validationDevelopment best practices
04 / Selected projects
Web products, software and systems that solve.
CASE_01
SOFTWARE / AI
Analysis software
NEVORA — Battery analysis software
Software for intelligent battery analysis, monitoring and diagnostics using electrochemical data, signal processing and applied artificial intelligence.
Role: Participation in the technical development of the software, processing and organization of experimental data, feature validation and support for the evolution of the service within an R&D environment.
#Software#Python#Machine_Learning#Battery_Analysis#Data_Processing#EIS
CASE_02
WEB / PRODUCT
Product website
NEVORA — Service website
Design and development of the NEVORA website to present the service, communicate its value proposition and bring a technical battery analysis solution closer to users, researchers and potential collaborators.
Role: Complete website development, content structure, responsive interface, adaptation of the technical message and creation of a clear product-oriented experience.
#Web_Development#Product_Website#Responsive_Design#UI#Technical_Communication
CASE_03
WEB / R&D
R&D project website
SOLENER-CM — R&D project website
Informational website for the SOLENER-CM project, designed to communicate objectives, research lines, participating entities, progress and results related to energy technologies and storage.
Role: Design, development and maintenance of the project website, content organization, technical updates and coordination of published information with research teams.
#Web_Development#R&D#Project_Website#Content_Architecture#Responsive_Design
CASE_04
ML / DATA
Data application
Intelligent analysis of solid-state batteries
Development of a machine-learning-based analysis solution to process, visualize and model electrochemical data from solid-state batteries, estimating state of charge and state of health.
Role: Development of the analysis methodology, preparation of experimental data, training of predictive models and visualization of results using Python.
#Python#Machine_Learning#Pandas#Plotly#Random_Forest#Gradient_Boosting#EIS
05 / Experience
Software development in real-world contexts.
Jun 2025 — PresentEXP.01
R&D Project Manager · Web, automation and data
SOLENER-CMInstitute of Ceramics and Glass — CSIC
Technical management and monitoring of a national R&D project focused on energy technologies and storage. Development and maintenance of the project website, content organization, publication of updates and coordination of technical information with research teams.
I also develop Python tools to automate tracking tasks, structure data, generate reports and improve workflows in a multidisciplinary environment.
Sep 2024 — Jan 2025EXP.02
Contracted Researcher · Python development and applied AI
IDEAL-Li / NEVORAInstitute of Ceramics and Glass — CSIC
Development of Python solutions for processing, analysis and visualization of experimental battery data. Technical contribution to the development of NEVORA, a service focused on intelligent battery diagnostics through electrochemical data and applied artificial intelligence.
Participation in data preparation, workflow automation, functional validation and the construction of tools to turn complex experimental information into interpretable and useful results.
May 2024 — Aug 2024EXP.03
Contracted Researcher · Technical automation
4AIRCRAFTInstitute of Ceramics and Glass — CSIC
Programming and integration of automated systems to optimize technical electrocatalyst spraying processes within a European project on sustainable technologies.
Support in results analysis, technical documentation and development of tools to organize data, generate reports and improve the reproducibility of experimental processes.
Training experience
Master’s Internship · Python, data and AI
Institute of Ceramics and Glass — ICV-CSIC · Madrid, Spain
Development of Python tools for automatic analysis of electrochemical data from solid-state batteries. Processing, cleaning, visualization and statistical analysis of EIS and cyclic voltammetry data with Pandas, Matplotlib and Plotly.
This work served as a foundation for analysis methodologies and predictive models applied to energy storage systems.
Undergraduate Internship · Software and critical systems
TechMedic · Pasto, Colombia
Development and implementation of software and hardware for nurse call and code blue alert systems in a hospital environment. Support in testing, validation and assurance of critical systems oriented to medical response.
06 / Education
A technical foundation for better software.
October 2025Madrid, Spain
Master’s Degree in Intelligent Interactive Systems
Autonomous University of Madrid
Data analysis, artificial intelligence, machine learning and development of intelligent interactive systems.
August 2023Pasto, Colombia
Mechatronics Engineering
Universidad Mariana
Automation, programming, electronics and development of multidisciplinary technological systems.
07 / Registered software
Technical software turned into intellectual property.
Registered software · Data Pipeline · AI Model Training
Battery Analysis Pipeline: Data Processing and AI Model Training
Pipeline to transform experimental battery data into prepared datasets for analysis, visualization and artificial intelligence model training.
It integrates data processing, workflow automation and preparation of predictive models.
Role: Co-author and developer of the pipeline and model training workflow.
Registration: Vaultinum Trust Services
Authors: F. Cuasquer, N.C. Rosero-Navarro, Z. Warren, J. Parras
PythonData PipelineMachine LearningAutomationBattery Analysis
Related publications
Scientific article
Real-Time, Interpretable Diagnostics for Solid-State Batteries via Machine Learning on In Situ Impedance Spectra
Z. Warren, F. Cuasquer, R. Sanchez, P.A. Apellániz, A. Almodóvar, J. Parras, N.C. Rosero-Navarro
Battery Energy, Volume 5, Issue 3
Scientific article
Desarrollo de prototipo rehabilitador pasivo-continuo aplicado a lesiones articulares de rodilla
Juan Camilo Urbano Paredes, Steban Felipe Cuasquer Rosero, Tito Manuel Piamba Mamian
Revista LASIRC: Trabajos Científicos, Volume 4, Issue 4
08 / Contact
Let’s build something purposeful.
If you need to build a web application, automate a process, or turn data and artificial intelligence into a useful product, let’s talk.
felipe4992@gmail.com ↗Madrid, Spain