Applied AI: Research, Information Investigation, and Communication
Generative AI and Its Tools Applied to My Fields
Over the past four years, I have developed expertise in AI, leveraging my multilingual profile and training in prompt engineering. Currently, I design, optimize, and adapt AI tools for my areas of focus: documentary research, information gathering, OSINT investigations, and benchmarking. I also use AI to explore ideas and enhance deliverables while maintaining quality control and decision-making authority.
AI Certifications
- Google AI Professional, - Google Project Managerm, - Advanced Prompt Engineering, - Fundamentals of Prompt Engineering for Generative AI
→ View certifications on LinkedIn
I am currently pursuing advanced training to specialize further, with certifications in data analysis & AI, advanced prompt engineering, and model thinking (expected completion: late 2026).
My Journey in Acquiring AI Skills
Training on Model Platforms
In 2022, I began working on AI and technology assignments through specialized platforms. My multilingual profile, writing skills, and fact-checking expertise were in high demand. Initially, I evaluated and assessed AI-generated suggestions and results. Later, I moved on to training large language models (LLMs).
For each project, I followed a structured process: studying documentation, familiarizing myself with tools, conducting tests, evaluating pilot phases, and transitioning to production if the results were positive. This hands-on approach was both rigorous and educational.
From Model Training to Prompt Engineering
I first focused on the linguistic and semantic aspects of model training, then worked on voice commands, including the detection and description of dialects and regionalisms. My responsibilities included evaluating, judging, and ensuring the quality control of AI-generated responses. Without writing code, I mastered the project-specific tools.
I then delved deeper into prompt engineering: designing and optimizing prompts, detecting errors (such as hallucinations), fact-checking, troubleshooting, and reporting results.
From Production Training to Skill Validation
After gaining practical experience, I validated my skills in real-world scenarios and continued with advanced training to deepen my technical knowledge, particularly in prompt engineering.
My current focus is on implementing AI for idea and information research, OSINT investigations, and communication, where it serves as a set of tools integrated into processes and deliverables.
Digital Publication: Generative AI Themes
Driven by a passion for sharing knowledge and new media, I launched a digital publication available in Italian and French (with English coming soon). It aims to make AI themes accessible to non-experts: aïeaïeaïe: Notes of a Young Boomer Facing AI.
Contact
Interested in collaborations or AI tool application projects? Reach out at info@eldavidmarin.com.