Empowering businesses with AI-driven solutions.







Optimizing ATM Management for a Major European Bank
How I helped a multinational technology company improve ATM management efficiency across Spain.
As a senior data developer, I designed and implemented an advanced Qlik Sense dashboard, integrating real-time data to centralize ATM status tracking, optimize technician assignments, and automate operational reporting.
The system updates every 15 minutes, providing real-time insights to over 40 team members. Additionally, automated detailed reports are shared with the bank, significantly reducing operational costs.
- 25% reduction in support costs related to ATM and technician management.
- Improved operational efficiency by eliminating manual and disconnected processes.
- Team growth from one member in 2021 to a three-person team I currently lead.
- Increased client satisfaction: The system is now a critical part of ATM maintenance operations.
This project allowed me to combine Business Intelligence, automation, and strategic data management, delivering scalable solutions for large-scale banking infrastructures.
My ability to align advanced technology with business needs was key to the project’s success.
Automating Call Center Transcription Processing
How I helped a telecommunications company cut call analysis time by 90% using AI.
I developed an advanced Natural Language Processing (NLP) model, deployed in a private and secure infrastructure, to automate call analysis, classification, and summarization. This enabled rapid transcription processing while ensuring data privacy and optimizing operations.
With just a few clicks, the system processes thousands of transcripts, eliminating manual intervention and improving analysis accuracy.
- 90% reduction in transcript processing time, allowing the team to focus on strategic tasks.
- Significant optimization of resources, cutting operational costs linked to manual analysis.
- Improved accuracy by removing human errors.
- Full compliance with data security standards through an internal Azure-based solution.
This project deepened my expertise in NLP and AI models for large volumes of unstructured data. I also strengthened my ability to design solutions that balance innovation and security in high-confidentiality environments.
Predicting ATM Failures for a Major European Bank
How I led the development of a Machine Learning model to predict ATM failures with 60% accuracy.
I led a team in developing a predictive Machine Learning model, using advanced algorithms and internal logs to forecast ATM malfunctions before they occurred. This allowed the bank to act proactively and optimize technician assignments.
The model analyzes internal ATM logs to forecast failures, enabling them to take preventative actions before issues arise.
- Accurate failure predictions for 60% of ATMs, reducing downtime and improving customer satisfaction.
- Optimized operational costs by shifting to preventive rather than reactive maintenance.
- Enhanced efficiency in technician allocation, improving response and resolution times.
This project honed my skills in leading innovative teams and implementing advanced predictive models.
It also reinforced my ability to manage projects combining data analysis with operational improvements.
Big Data and Spark Training for IEBS
How I delivered practical Big Data classes to over 1000 master’s students, achieving an excellent rating.
I developed a practical, dynamic teaching approach, creating hours of video content and hands-on exercises that students could apply directly to real-world use cases, such as predicting pollution peaks using open Smart City data.
I also provided continuous, personalized assessments to ensure each student progressed at their own pace.
- Consistently excellent ratings across all cohorts, with high student satisfaction.
- 100% course completion for students who submitted practical exercises.
- Significant improvement in student knowledge levels, as measured by pre- and post-course tests.
Teaching strengthened my ability to communicate complex topics clearly and effectively while adapting to diverse learning styles, all with a results- oriented approach.
Predicting Thermal Stress in Farms for Regrowth
I developed a predictive analytics model tailored to each farm’s needs. The model, built with advanced Machine Learning techniques, combines local climate data with internal farm data to provide specific recommendations, such as when to adjust animal housing temperatures to prevent thermal stress.
- Significant reduction in animal thermal stress, improving welfare and productivity.
- Optimized farm resource usage by accurately predicting when climate control is needed.
- Increased profitability by preventing productivity losses due to heat- related illnesses.
This project allowed me to create scalable, customizable solutions for industries like agriculture, applying predictive models in high-impact economic and social scenarios.
It also reinforced my ability to integrate client-specific data with advanced analytics.
AI and Advanced Prompting Training for Aranzadi La Ley
How I trained 500+ legal professionals to embrace AI and enhance their prompting skills.
I conducted an interactive training session on advanced prompting techniques, showing how AI can support legal tasks without compromising security or ethics.
- 500+ professionals trained in legal AI applications.
- High satisfaction rates, with positive feedback from the organization.
- Reduced resistance to AI adoption, easing the transition to the company’s internal AI system.
This project helped me tailor technical concepts for highly regulated industries, positioning AI as a valuable assistant rather than a threat.
AI Chatbot for Tarong'ors
How I designed and developed an AI chatbot to boost local commerce through gamification.
I developed an AI-powered chatbot on WhatsApp and Telegram, handling game rules and real-time inquiries. In Version 2, the chatbot will act as a game master, recommending stores, validating answers, and tracking winners.
- 40 players engaged in the MVP during a single weekend
- Increased foot traffic in local businesses through digital engagement
- Laid the foundation for a scalable AI gamification model.
This project strengthened my expertise in AI-powered immersive experiences, blending gamification, AI, and digital commerce strategies.
The AI Coffee Podcast – 60+ Episodes on AI, Innovation, and Technology
How my podcast has reached thousands of listeners, connecting AI experts with an executive audience.
I launched The AI Coffee Podcast, a space where I interview C-level executives, content creators, and AI experts, breaking down emerging technology trends in a clear and practical way. With three seasons and over 60 episodes, the podcast has become a go-to resource for professionals looking to understand AI from a business perspective.
- 6,000+ views across all platforms.
- 250 engaged followers, building a strong community
- 5,000 hours of listening time, ranking in the top 3 technology podcasts in some countries.
- New business opportunities, including clients who discovered my work through the podcast.
- Social impact, helping an AI researcher get his technology adopted in a school for children with learning difficulties.
This project has reinforced my personal brand and demonstrated the power of AI knowledge-sharing, generating opportunities for both myself and my guests.