Alex Diaz
Machine Learning Engineer
Sydney, New South Wales, Australia
Summary
👤
SeniorAlex Santos is a Senior Machine Learning Engineer with 8 years of experience designing and deploying scalable, real-time ML systems across cybersecurity, news intelligence, and finance. He has led AI team formation at the European Commission, integrating privacy-conscious, open-source LLM solutions for incident triage, and previously improved engagement and redundancy in high-throughput RAG and clustering pipelines at Klue. Deeply practical, Alex combines hands-on fine-tuning (LoRA/qLoRA), vector search, and production tooling (k8s, Docker, FastAPI, Pinecone) to move models from research into robust APIs processing millions of documents. He also teaches applied calculus for ML and has a diverse academic background spanning aerospace engineering to a Master's in AI, reflecting an unusual blend of systems thinking and mathematical rigor. Colleagues rely on him for cross-functional leadership, mentoring, and setting technical vision that aligns ML research with operational impact.
8 years of coding experience
Stackoverflow
1reputation
53reached
0answers
1question
Github Skills (81)
python10
deep-learning10
jax10
data-science10
tensorflow10
pytorch10
machine-learning10
google-cloud-platform9
text-generation9
ai8
monitoring8
flask8
openapi8
few-shot-learning8
linked-data8
Programming languages (6)
Github contributions (5)
surroundaustralia/ogcldapi
Mar 2021 - Jun 2021
OGC LD API using FastAPI backened
Contributions:65 commits in 2 months
fastapi
alejandrods/Text-Generation-gpt2
Aug 2020 - Dec 2021
Service for generating text using GPT-2 model, deployed on Google Cloud.
Contributions:31 commits, 26 pushes, 2 branches in 1 year 4 months
google-cloudgptmachine-learninggpt2text-generation
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.