Muhammad Enrizky Brillian

openbrowser-ai. OpenBrowser is a framework for intelligent browser automation. It combines direct CDP communication with a CodeAgent architecture, where the LLM writes Python code executed in a persistent namespace, to navigate, interact with, and extract information from web pages autonomously.

Pytorch-Handwritten-Digit-Recognition. 🚀 PyTorch Handwritten Digit Recognition 🤖 Discover the world of machine learning with our PyTorch Handwritten Digit Recognition project! 🔍 Data Exploration Explore the MNIST dataset with 60,000 training images and 10,000 testing images. 📦 Data Preparation Effortlessly set up and import the dataset using PyTorch and torchvision.

crewai-research-assistant. The CrewAI Research Assistant is a powerful tool designed to help users explore any topic using AI Agents. Built with CrewAI, Exa, and Streamlit, this assistant supports multiple large language models (LLMs) and offers advanced answering capabilities through Exa. It visualizes the research process in real-time, generates structured research reports

Podcast-Summarizer-Project. Transform podcast listening with our Podcast Summarizer Project! This innovative tool transcribes audio, extracts key content, and provides user-friendly summaries. The project utilizes AssemblyAI and Listen Notes APIs for transcription and episode details. Simply input an episode ID, click "Download Episode Summary," and experience podcast content

chat-with-documents. Chat With Documents is a Streamlit application designed to facilitate interactive, context-aware conversations with large language models (LLMs) by leveraging Retrieval-Augmented Generation (RAG). Users can upload documents or provide URLs, and the app indexes the content using a vector store called Chroma to supply relevant context during chats.

Flask-Task-Manager. This project consists of a simple task manager web application developed using Flask, a micro web framework for Python. The application allows users to manage tasks, including adding, editing, and deleting tasks. It utilizes SQLAlchemy as an Object-Relational Mapping (ORM) tool to interact with a SQLite database.

Job-seeker-ai-agent. This project leverages a multi-agent AI system to assist users in tailoring their resumes and preparing for job interviews. By using advanced tools and AI agents, it ensures your resume highlights your most relevant skills and experiences, perfectly aligning with the job posting requirements.

Evaluating-Generalization-Ability-of-STRM. This repository evaluates the generalization ability of the STRM (Spatio-Temporal Relation Modelling) model across various datasets. We provide additional resources, enhancements, and comprehensive documentation not available in the original STRM repository. Our goal is to facilitate the reproduction and extension of STRM's results

Loan-Prediction-Status. Explore an ML model with Logistic Regression, SVM, Gradient Boosting, Random Forest, and Decision Tree, enhanced via Hyperparameter Tuning. Experience our GUI-based ML model with 82.49% accuracy. Try it now!

Smart-AIR. Android application built with Java that provides a comprehensive asthma management solution for children, parents, and healthcare providers. The app emphasizes privacy, safety, and user-friendly design to help children manage their asthma effectively.

image_shuffle. A Python utility for shuffling and augmenting image data stored as .npy files. Designed to enhance machine learning datasets by generating randomized variations of image arrays through grid-based shuffling, split operations, and rotations.

multi-agent-alfsg-no-data. Multi Agent ALFSG Project with No Data

billy-enrizky.github.io. OpenBrowser Frontend, A modern chat interface for OpenBrowser AI. Built with Next.js, TypeScript, and Tailwind CSS, this frontend provides a sleek dark-themed UI for interacting with browser automation agents.

gr-cls-multitask-v2. Multi Task Neural Network for Grasping and Classification

DGF-Analysis. DGF AI Analysis, from Exploratory Data Analysis, Handling Missing Data, to Predicting DGF with various Machine Learning Model such as Logistic Regression, Support Vector Machine, Gradient Boosting, and Random Forest

Speech-Emotion-Recognition. This project focuses on real-time Speech Emotion Recognition (SER) using the "ravdess-emotional-speech-audio" dataset. Leveraging essential libraries and Long Short-Term Memory (LSTM) networks, it processes diverse emotional states expressed in 1440 audio files. Professional actors ensure controlled representation, with 24 actors contributing

Youtube_Like_or_Dislike. Exploratory Data Analysis Using Pandas on the Like or Dislike DataFrame in a Youtube Video

Image-Caption-Generator. 🚀 Image Caption Generator Project 🚀 🧠 Building Customized LSTM Neural Network Encoder model with Dropout, Dense, RepeatVector, and Bidirectional LSTM layers. Sequence feature layers with Embedding, Dropout, and Bidirectional LSTM layers. Attention mechanism using Dot product, Softmax attention scores,...

DeepRL-SpaceInvaders. This project implements a Deep Reinforcement Learning (DRL) agent to play the classic Atari game Space Invaders using the DQN (Deep Q-Network) algorithm. The project includes a Jupyter notebook (space_invaders.ipynb) that walks through the process of training and testing the agent.

Activity-Recognition-Project. "Embark on a cutting-edge journey in Human Activity Recognition using a fusion of Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks. This project includes model training, metric visualization, and action prediction in videos. Experience seamless interaction with a Streamlit-powered user-friendly version (at the bottom)

SAIDS. An enhanced IDS equipped with LLM to deepen the cyber analysis.

Sales-Analysis. "Sales Data Analysis Project: Analyzing sales data, cleaning, and exploring insights. Python and Pandas used for data analysis."

DCGAN-Face-Generator. Presenting a Deep Convolutional Generative Adversarial Network (DCGAN) for generating anime faces. The process involves training a discriminator and generator neural network on a dataset comprising 21,551 manually resized anime faces (64x64 pixels). The generator is capable of producing realistic anime faces after being trained for 50 epochs.

chat-with-image. Welcome to the "Chat With Images" app! This innovative application allows users to upload images and engage in a dynamic chat interface. By leveraging the power of IBM Watson API, the app can process and respond to user messages, creating an interactive and engaging experience. Users can easily upload image files in JPG, JPEG, or PNG formats.

promptopia. JavaScript

methacksfinal. JavaScript

Pyspark-Analyzing-Google-Playstore-Application-Data. "Analyzed Google Playstore data using PySpark: Cleaned data, explored top apps by reviews, installs, and ratings, and price."

Ride_4_Food. Utilizing Google Maps API, Typescript, Mongodb, and Node.js

food_rec. Python

Kimia-Farma-Sales-Management-Database-Replica-Project. SQL Database Management, Then Visualizing it on Tableau!

Toronto_Apartment_Project. GIS Data Science Project Using Folio Library!

Temperature-of-Ann---Arbor. Analyzing Temperature of Ann-Arbor

majorhacks. Python

valentine-card. valentine-card

pdf-extraction. Scalable PDF Extraction using Multimodal GPT 4o

TensorFlow-Image-Classification. "TensorFlow Image Classification Project" This project demonstrates image classification using TensorFlow. The CIFAR-10 dataset, consisting of 60,000 32x32 color images across 10 classes, is explored and analyzed. Key components include data loading, dataset characteristics, and a machine learning model built using the functional API.

portfolio. My Personal Portfolio Website Created Using HTML, CSS, and JavaScript

predicting_income_project. Practicion of Machine Learning, One-hot encoding, Random Forest, Hyperparameter Tuning, Grid Search CV, With accuracy of 84.92%!

Bikeshare_Data_Analysis. Analyzing Bikeshare Data in Toronto using R Programming Language

Task-Manager. I-menu Using Flask

response-to-steroid. Predicting Response to Steroid using Multimodal Deep Learning Model

video-exp-metrics. Extract  hand movements, timing, pipette angles, from a video

matchmaking-drugs-v2. A modern, secure platform enabling hospitals to exchange medications efficiently, reducing pharmaceutical waste and ensuring critical drugs reach patients in need.

YelpFusion. Finding All restaurants in the Maryland area using YelpFusion API

variant-to-gene. Variant to Gene Internship Assessment

billy-enrizky. Config files for my GitHub profile.

B07Lab5. Java

CSC490-Fall-2025. Resources from CSC490 Fall 2025

vibecheck. Automated QA testing using OpenBrowser agents.

Hands-on-deep-learning. Jupyter Notebook

youwoai. TypeScript

homebrew-openbrowser. Homebrew tap for OpenBrowser - AI-powered browser automation

UNI-9-groups. GitHub Page for UNI implementation for 9 groups

response-to-steroid-gigapath.

b07lab1. CSCB07 Lab 1 Fall 2025

UNI-2-groups. GitHub Page for UNI Implementation for TCGA LUAD vs LUSC Group