Building a self-service data analysis tool, powered by ChatGPTAll aboard the GPT4 hype trainMar 22, 20232Mar 22, 20232
Initial Steps I took for Launching my first StartupA summary of the steps I took before going full-time on my ProjectJul 20, 2022Jul 20, 2022
Published inLevel Up CodingEvolving Reinforcement Learning Agents Using Genetic AlgorithmsUtilizing evolutionary methods to evolve agents that can outperform state-of-the-art Reinforcement Learning algorithms in Python.Nov 5, 20211Nov 5, 20211
Published inLevel Up CodingPainting portraits using GANs with PytorchImplementing a DCGAN model using feature matching and random image augmentation to generate artworks.Apr 15, 20211Apr 15, 20211
Published inLevel Up CodingAn overlooked tool in Data Science: Genetic Algorithms (in python)A powerful optimization algorithm that you can learn in a day is definitely worth adding to your data science arsenal.Mar 10, 2021Mar 10, 2021
Published inLevel Up CodingCoding a Deep Neural Network from Scratch using numpyI decided to challenge myself to code a deep neural network using stochastic gradient descent with momentum using numpy only.Feb 15, 20211Feb 15, 20211
Published inLevel Up CodingA complex reinforcement learning crypto-trading environment in pythonThe first steps to using crypto-trading as an interesting application to explore state-of-the-art reinforcement learning techniques.Jan 19, 20215Jan 19, 20215
An intuitive overview of a perceptron with python implementation (PART 2: Animating the Learning…In this part we will extend on our model, using matplotlib animation to give us a visual representation of how our model is learning.Jan 8, 2021Jan 8, 2021
An intuitive overview of a perceptron with python implementation (PART 1: fundamentals)In this article we will go over Rosenblatt’s perceptron hopefully providing you with an intuitive understanding of how a single perceptron…Jan 4, 2021Jan 4, 2021
