MGFreelancer profile translated to English.
Back to original languageAbout Marcos
I am anAI (GenAI) consultantwith a business focus and an execution-ready profile. I help companies move from “we want to use AI” to prioritized use cases, functional MVPs, and measurable deployments, without the hype and with a focus on impact.
My experience combines corporate strategy and data/ML: I have worked in demanding environments (banking/operations) and have a technical background in Python, NLP, and RAG systems (chat/assistants connected to internal documentation).
How I can help you:
- GenAI opportunity audit + roadmap (30/60/90 days)
- Design and implementation of RAG / knowledge bases (prototype → MVP)
- Requirements definition, tool evaluation, and lightweight architecture
- Workshops and practical training for teams (no-code + technical)
- Governance: security, quality, metrics, and best practices to avoid “generic chatbots”
Working method: 1) rapid discovery, 2) proposal with priorities and plan, 3) execution by deliverables. Clear communication, documentation, and handover so the team can be autonomous.
Spanish
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- AiKitAI and Strategy ConsultantJune 2025 - Today (1 year and 2 months)Madrid, Spain
- Definition of AI/GenAI adoption strategy and roadmap for business and product teams.
- Identification and prioritization of use cases (impact vs. effort) and MVP design with clear deliverables.
- Design of internal copilots and assistants (documentation, support, operations) with a focus on quality, security, and traceability.
- Standardization of prompting, evaluation, and best practices to reduce hype and bring models into production.
- Stakeholder support (workshops, alignment, training) to ensure adoption and measurable results.
- Management Solutions SpainAI and Corporate Strategy ConsultantCONSULTING AND AUDITSFebruary 2024 - May 2025 (1 year and 3 months)Ámsterdam, Netherlands
- Strategic and operational consulting in the financial sector, collaborating with international and cross-functional teams.
- Analysis and improvement of operational processes, efficiency, and reporting to support business decisions.
- Participation in initiatives and training on GenAI/LLMs for practical application (use cases, risks, governance).
- Stakeholder management and task coordination to deliver results within demanding deadlines.
- Translation of business needs into functional requirements and success metrics.
- SalvistStrategy and Feasibility ConsultantJune 2023 - January 2024 (7 months)Madrid, Spain
- Product feasibility analysis and support for decision-making through data analysis (Excel/BI).
- Financial analysis and stock analysis for hospitality sector clients using management software.
- Support in implementation/onboarding with new clients, improving processes and data quality.
- Preparation of insights and actionable recommendations for business teams.
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Education
- Degree in Mechanical EngineeringUniversidad Carlos III de Madrid (UC3M)2023- Grado en Ingeniería Mecánica con enfoque en análisis de datos y programación aplicada. - TFG: desarrollo de un modelo de Machine Learning en Python para mantenimiento predictivo de rodamientos en un tren (nota: 9,8). - Bases de estadística, modelado, optimización y resolución de problemas en entornos técnicos.