Aaron Belikoff

Software developer and AI/ML specialist with expertise in Python, C++, and JavaScript.

Technology Stack

Python C++ JavaScript SQL C# Java MicroPython

PyTorch Flask Hugging Face TensorFlow MediaPipe Weights & Biases

Git GitHub Linux

PostgreSQL SQLite

Fingertip tracking from a webcam for a gesture-controlled wizard game: custom data pipeline, CUDA augmentation, and C++ inference.

The engine for my hand-gesture spellcasting game: a from-scratch C++ software renderer with cascaded shadow maps, cloth and fire.

An LLM agent that does causal inference end to end on raw datasets. Published at MIT URTC 2025.

Animated 3D fractals from particle systems, rendered on the CPU with point splatting and ray marching.

An ML compiler and inference engine in C++ that uses e-graphs and constraint search to plan execution across CPU and GPU.

AI model that generates text in the style of Shakespeare.

Training a Recurrent Neural Network (RNN) for text generation with a distributed network of computers.

Neural networks that play complex games based solely off the screen's pixel values.

Training a neural network to race a car around a track in a 2D environment.

Creates a painterly stylization of an input image using bezier curves.

Fine tuned a LLM to classify a household's poverty status given a description.