I'm Antonio Nocerino, an AI/ML engineer with experience in enterprise and R&D environments. AI Genius is where I share technical notes, personal experiments and structured learning across AI/ML and software engineering.
What is AI Genius?
AI Genius is my personal technical space for exploring how models, data and software come together to build useful AI systems.
Deepening my understanding of machine learning, algorithms and system design through structured study.
Exploring ideas through personal implementations and experiments, with attention to evaluation and software quality.
Sharing technical reasoning, engineering trade-offs and lessons from independent study and experimentation.
Areas of Focus
My professional background spans machine learning, generative AI, retrieval and recommendation system. My independent learning also explores system design, ranking and recommendation systems.
Machine Learning
Generative AI
Recommendation System
Computer Vision
Model Evaluation
RAG & Semantic Search
Embeddings & Vector Search
LLM Applications
Retrieval Evaluation
Agentic AI
Algorithms & Data Structures
APIs & Testing
System Design
Deployment & Reliability
Learning Lab
Learning paths across software engineering, AI/ML and system design, supported by exercises, experiments and engineering notes.
Engineering Notes
Technical notes on AI/ML, software engineering and system design, drawn from independent study and personal exploration. Published on AI Genius and shared through Substack.
Working through requirements, capacity estimation, short-code generation, caching, database scaling, and the reliability trade-offs involved in designing a URL shortener that handles hundreds of billions of mappings.
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Behind AI Genius
AI/ML Engineer with experience in machine learning, generative AI, retrieval and computer vision.
Connect
For professional conversations, collaborations or an exchange of ideas about AI/ML and software engineering, you can find me here.
Contact me about engineering opportunities, collaborations or technical questions.
Contact me