Fernando Pedernera
Fernando Pedernera

AI Engineer

Open to offers · Member since 10 Nov 2026
Location
Córdoba, Argentina
Desired salary
Unspecified
Work preference
Remote Only / Part Time, Freelance
Experience level
Mid

About

Professional summary

I am an AI Engineer focused on MLOps, retrieval-augmented generation (RAG), data governance, and responsible AI solutions.

I design AI-enabled systems that connect technical capabilities with practical business and operational requirements. My work includes RAG solution design, prompt engineering, knowledge mining, conversational agents, NLP, and computer vision.

I have hands-on experience with Python, SQL, machine learning workflows, ETL pipelines, Power BI, and Azure AI services. I am especially interested in secure, observable, and scalable AI architectures.

I have contributed to business development and innovation initiatives in the digital pathology sector, where I analyze user data, support product strategy, and translate clinical needs into actionable requirements.

I also bring experience in market research, commercial roadmap design, product thinking, and agile methodologies. My RAGulator project earned third place at the Microsoft Innovation Challenge Hackathon in 2026.

I am a native Spanish spe

Skills

21 capabilities

Tech stack & tools

Working toolkit

Application Hosting

Languages & Frameworks

Libraries

Experience

Career history

Business Development & Innovation Analyst Digital Pathology Lab (DigPatho)

I structure the business model and value proposition, creating visual frameworks that connect technical vision with commercial decision-making.

I analyze user databases to identify adoption patterns and product improvement opportunities. I serve as an initial contact for hospitals and laboratories, translate clinical needs into strategic requirements, and consult internally with the founder on go-to-market strategy and innovation priorities.

Innovation Team Member i-Teams Córdoba

I conducted market research for a social-impact environmental sensor and supported the development of its commercial strategy.

I designed a commercial roadmap using Design Thinking and agile methodologies, contributing to a valuation strategy for environmental-impact technology.

Data Scientist Henry Bootcamp

I completed more than 700 hours of hands-on data science training through real-world projects.

I developed ETL pipelines and machine learning models using Python, pandas, scikit-learn, SQL, and Power BI.

Real Estate Manager Self-employed

I manage documentation and financial processes related to real estate properties as a parallel freelance activity.

My responsibilities include organizing property records and supporting financial administration.

Education

Learning history

Universitat Oberta de Catalunya

Master's, Innovation and Digital Transformation

Master's program in Innovation and Digital Transformation.

Universidad Nacional de Quilmes

Bachelor of Science, International Trade

Bachelor's degree in International Trade.

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