Lucas Dionisopoulos

Linking my resume.

A Couple Blogs

Why Pivot? My motivation for leaving finance, taking a gap year to study ML, and starting grad school.
Nvidia's Multi-Trillion Dollar Moat: Explained. A technically approachable answer to this big question.
From Attention is All You Need to Llama 3. Technical overview of improvements to the decoder-only transformer used in Llama 3.

Coding Projects

Reinforcement Learning Driver

Built a racing game from scratch and taught a reinforcement learning agent to drive it using Double Q-learning.

Worked with a San Diego HealthTech company to build a real-time, interpretable anomaly detection system using machine learning.

Recreated the Word2Vec token algebra (semantically meaningful word embeddings) entirely from scratch (from data to embedding analysis).

Implemented Compositional Pattern Producing Networks (CPPN) using the NEAT algorithm.

Pretty cool to play with!

List of various educational projects I've created to build a deeper understanding in ML.