Applied AI
AI agents, agentic AI and language models applied to real problems: analysis, classification and decision support.
I'm Maria Andreina Varela Varela, a researcher in Artificial Intelligence and automation. I study how AI, automation and business processes come together in ways that are practical, efficient and secure.
My background brings together finance, computer science and business: I understand technology from the code all the way to its impact on a company's results.
My expertise is applied AI, process automation and digital transformation, with a particular focus on how these technologies can be integrated responsibly into business operations.
I research, write and share knowledge on AI agents, language models, cybersecurity and information integrity, in Spanish, English and German.
AI agents, agentic AI and language models applied to real problems: analysis, classification and decision support.
How to connect systems and workflows to remove manual work and measure the impact in time and cost.
Technology seen through finance and strategy: what makes a digital investment pay off.
Information integrity, cybersecurity and emerging risks such as LLM jailbreaks.
I research, write and share knowledge on AI and automation in Spanish, English and German, connecting communities across Europe and Latin America.
A critical distinction for how AI systems are designed, controlled and regulated: what separates AI agents from agentic AI.
Read article →What the research by Zeng et al. (2024) reveals about human persuasion as an attack vector against language models.
Read article →A jargon-free guide to the habits that protect your email, your online shopping and your banking.
Read article →Making cybersecurity accessible and practical for families, small businesses and everyday users.
Read article →Closing the gap between advanced research and practical application: more efficient processes, better decisions and secure digital environments.
Open to professional exchange, research collaborations, publications and invitations to events on AI and automation.