Phoenix Suns vs Oklahoma City Thunder Matchup Prediction with Logistic RegressionDec 11, 2025·9 min read
Reinforcement Learning - Lunar Lander with DQNTeaching a Neural Network to Land on the Moon I wanted to see how far a small neural network could get at a classic control problem with no rules written by hand. The task: land a spacecraft gently onOct 12, 2026·16 min read
Custom Annotation for Roboflow Pre-trained Models with CV2Roboflow has a great playground of models for computer vision, including object detection and tracking. Their web interface allows you to create datasets and labeling tools that can help any team label faster and be more collaborative with their onli...Jun 11, 2024·4 min read
Audio Transcription from HuggingFace Pre-Trained ModelOne time, somebody asked me if it was possible to transcribe call center conversations to text so they later be analyzed for quality purposes. This is exactly what we will be trying to do here in the most simple way: audio transcription. Fortunately,...May 31, 2024·6 min read
Gaussian Mixture Models (GMMs)Male and Female Weight Let's suppose we collected some data from some University students. We asked every student their gender (Male = M, Female = F) and their weight. We will build a model that can predict if you are a male or a female based only on...May 27, 2024·30 min read
Super Hero Search Made-Easy with OpenAI GPT-3 Modelsusing text-embedding-ada-002 for search based on similarityJan 26, 2023·4 min read
Online Love: Distance-based Couple Matching with QuotaIntroduction Greetings, friends; in this post, I will explain my solution for a variation of the Stable Matching problem, particularly for the case of couple matching. The idea is that given a set of Men (M) with, let's say, ten dudes and a set of Wo...Dec 27, 2022·6 min read
Content-based Recommender System for Movies with TensorflowLow-level use of TensorFlow to recommend unseen movies to users.Jun 15, 2022·6 min read
