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Manfred Michael here

AI Engineer @ Jatis Mobile | Certified Tensorflow Developer | Bangkit Academy 2022 ML Graduate | ML Freelancer

It all started on 2020 when I created lots of stupid AI to play games during quarantine. It was more about the curiousity than boredom really. Soon I realize that not all of my gabut projects were useless. Some have reduced hours of manual work in my organization to just one button click, another has helped my friends and me getting higher GPA in college.


Technologies & Tools

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🌟 Github Stats


Manfred Github Stats

Manfred Michael's Projects

66daysofdata icon 66daysofdata

repository of links, video and other stuff related to the #66daysofdatachallenge

ai-plays-flappy-bird icon ai-plays-flappy-bird

I used neural network that i created from scratch in Java and used genetic algorithm to train a bunch of neural nets.

centroids-reid icon centroids-reid

On the Unreasonable Effectiveness of Centroids in Image Retrieval

counterstr-ai-ke icon counterstr-ai-ke

10 Agents divided into 2 teams learn to get the most kill with Q Learning.

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLΒ·E.

genetic-algorithm-blobs-opengl icon genetic-algorithm-blobs-opengl

A bunch of happy blobs who seek for the prized zone. But life was harsh on them for a bunch of evil walls appeared to stop, capture, and kill them (scary). But worry not, for power of friendship (genetic algoritm) will guide them to the promised land. Anyway, the blobs could be happier if you star this repo tho.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hide-n-seek-with-q-learning icon hide-n-seek-with-q-learning

I've had so much fun making this! The predator and the prey walk in different way. Each of them need to optimize the way they move to chase/avoid each other. The fun part, you can customize the obstacles!

judge.ai icon judge.ai

Watch out! This bot is more judgmental than your neighbor

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