Building human‑centric AI experiences that perform at scale.
Bridging strategic vision with hands‑on engineering.
Selected Projects
Presidential AI bot built on Llama3‑8B, fine‑tuned with over 300 hours of video interviews to deliver lifelike, interview‑style Q&A.
Pipeline that scrapes Buenos Aires property listings, indexes them with RAG, and delivers interactive LLM‑driven real‑estate insights.
FastAPI backend using GPT‑3.5 Turbo, LangChain & Milvus semantic cache to power low‑latency AI Q&A on presidential candidate transcripts.
ML pipeline on SageMaker and EC2 Spot Instances that automatically catalogs the Ashmolean coin collection—cutting volunteer analysis from hours to minutes
Work Experience
Founder
FIERRO LTD (London, UK)
2025 - Present
Deep Learning Architect & AI Technical Lead
Amazon Web Services (London, UK)
2025 - Present
AI Sales Lead (UK Public Sector Central & Strategic)
Amazon Web Services (London, UK)
2024 - 2025
AI Sales Lead (EMEA)
Amazon Web Services (London, UK)
2022 - 2024
Sr. Data Scientist
Amazon Web Services (London, UK)
2019 - 2022
Blog
AI Geopolitics (Update): New 3‑Tier GPU Access Restrictions Map
Analysis of the new U.S. policy creating a three-tier system for global GPU access and its implications for AI development worldwide
AI Geopolitics in the Age of Test-Time Compute
How the shift from training to inference compute is reshaping the global AI landscape and creating new geopolitical dynamics
Fine-Tuning LLMs in 2024: Making AI Talk Like Anyone
A step-by-step guide to fine-tuning large language models to adopt specific personas, styles, and domain knowledge
Connect
Feel free to contact me at machinelearnear@gmail.com