Full Stack Machine Learning Expert

Question-answering system with PII anonymization
Question-answering system with PII anonymization

A full question-answering system, based on PresidioReversibleAnonymizer and LangChain Expression Language (LCEL). - TLILIFIRAS/Q-A-System-with-PII-Anonymization

Data Scientist
ML Engineer
LangChain
OpenAI
Python

End To End Powerful Document Q&A Chatbot using Llama3, Langchain
End To End Powerful Document Q&A Chatbot using Llama3, Langchain

We will create an end to end powerful Document Q&A Chatbot ussinf Llama3, Langchain and Groq - TLILIFIRAS/Document-Q-A-Chatbot-using-Llama3-Langchain-and-Groq-…

Data Scientist
ML Engineer
LangChain
LlamaIndex
Python

Tennis Video Analysis System With YOLO, PyTorch, and CNN
Tennis Video Analysis System With YOLO, PyTorch, and CNN

This project goes beyond traditional video analysis. By leveraging state-of-the-art technologies like YOLO, PyTorch, and CNNs, it provides detailed insights in…

Data Scientist
ML Engineer
OpenCV
Python
PyTorch

Talk-with-MySQL-Databae-with-Lang-Chain
Talk-with-MySQL-Databae-with-Lang-Chain

we'll explore how to set up a chat interface with a MySQL database using Python and LangChain. We'll create a LangChain chain that enables natural language int…

Data Scientist
ML Engineer
OpenAI
Python
SQL

End To End HR Employee Retention using ML
End To End HR Employee Retention using ML

End to End Machine Learning Project that aims to predict the employee retention within a company. - TLILIFIRAS/End-To-End-HR-Employee-Retention-using-ML

Data Scientist
ML Engineer
pandas
Python
scikit-learn

Image-Segmentation-With-PyTorch
Image-Segmentation-With-PyTorch

In this project, we embarked on a journey to understand and conquer the world of image segmentation. Our mission involved handling a Segmentation Dataset, and …

Data Scientist
ML Engineer
Python
PyTorch

Optimize-TensorFlow-Models-For-Deployment-with-TensorRT
Optimize-TensorFlow-Models-For-Deployment-with-TensorRT

In this project we will use the TensorFlow integration for TensorRT (also known as TF-TRT) to increase inference performance - TLILIFIRAS/Optimize-TensorFlow-M…

Data Scientist
ML Engineer
Python
TensorFlow

Superhero Name Generator using TensorFlow
Superhero Name Generator using TensorFlow

In this guided project, we are going to create a neural network and train it on a small dataset of superhero names to learn to generate similar names. The data…

Data Scientist
ML Engineer
Python
TensorFlow

Emotion Recognition in Tweets: A Deep Learning Approach
Emotion Recognition in Tweets: A Deep Learning Approach

We will create and train a Recurrent Neural Network which will be able to classify emotions in Tweets. - TLILIFIRAS/Tweet-Emotion-Recognition-with-TensorFlow

Data Scientist
ML Engineer
pandas
Python
TensorFlow

Fine-Tune-BERT-for-Text-Classification-with-TensorFlow
Fine-Tune-BERT-for-Text-Classification-with-TensorFlow

this guided project, I delved into the world of text classification using the power of Bidirectional Transformers for Language Understanding (BERT) and Tensor…

Data Scientist
ML Engineer
Bert
Python
TensorFlow

Visualizing Filters of a CNN using TensorFlow
Visualizing Filters of a CNN using TensorFlow

will use a Convolutional Neural Network - the popular VGG16 model, and we will visualize various filters from different layers of the CNN. - TLILIFIRAS/Visuali…

Data Scientist
ML Engineer
Python
TensorFlow

Hyperparameter-Tuning-with-Keras-Tuner
Hyperparameter-Tuning-with-Keras-Tuner

Improve the classification model accuracy performance with Keras Hyperparamters tuner - TLILIFIRAS/Hyperparameter-Tuning-with-Keras-Tuner

Data Scientist
ML Engineer
Keras
Python
TensorFlow

Amazon-Customer-Sentiment-Analysis-Using-Transformers
Amazon-Customer-Sentiment-Analysis-Using-Transformers

Contribute to TLILIFIRAS/Amazon-Customer-Sentiment-Analysis-Using-Transformers development by creating an account on GitHub.

Data Scientist
ML Engineer
pandas
Python
TensorFlow

Real-Time-Sign-Language-Detection-Using-Deep-Learning
Real-Time-Sign-Language-Detection-Using-Deep-Learning

This project demonstrates a Sign Language Detection system that utilizes Action Recognition with an LSTM (Long Short-Term Memory) Deep Learning model. The syst…

Data Scientist
ML Engineer
OpenCV
Python
TensorFlow

Multi-Task Multi-Output Model with Keras
Multi-Task Multi-Output Model with Keras

This repository contains a project that demonstrates the creation, training, and evaluation of a multi-task, multi-output neural network model using Keras. The…

Data Scientist
ML Engineer
Python
TensorFlow

Real-Time-Object-Detection-With-Tensorflow-Keras-Resnet
Real-Time-Object-Detection-With-Tensorflow-Keras-Resnet

This repository contains a real-time object detection project implemented using TensorFlow, Keras, ResNet, and Flask.

Data Scientist
ML Engineer
OpenCV
Python
TensorFlow

Object-Localization-with-TensorFlow
Object-Localization-with-TensorFlow

Welcome to this guided project on creating and training an Object Localization model with TensorFlow. In this project, we will use TensorFlow's Keras API to cr…

Data Scientist
ML Engineer
Python
TensorFlow

Telecom Customer Churning Prediction
Telecom Customer Churning Prediction

The primary objective of this project is to predict telecom customer churn using data science techniques. - TLILIFIRAS/Telecom-Customer-Churn-Prediction-Using-…

Data Scientist
ML Engineer
pandas
Python
scikit-learn

Hand Gesture Volume Control Using Computer Vision
Hand Gesture Volume Control Using Computer Vision

Hand Gesture Volume Control is a Python project that allows you to control the system's audio volume using hand gestures detected from a webcam input.

Data Scientist
ML Engineer
OpenCV
Python

NBA-Games-Winner-Prediction
NBA-Games-Winner-Prediction

This project focuses on predicting the winners of NBA games using data analysis and machine learning techniques.

Data Scientist
ML Engineer
pandas
Python
scikit-learn

Real-Time Face Mask Detection using Convolutional Neural Networ…
Real-Time Face Mask Detection using Convolutional Neural Networ…

Real-time face mask detection is an essential application in the current scenario to ensure public safety. This project aims to develop a deep learning model u…

Data Scientist
ML Engineer
pandas
Python
scikit-learn

Loan-Approval-Prediction-Using-Machine-Learning
Loan-Approval-Prediction-Using-Machine-Learning

This project aims to predict loan approval using machine learning algorithms. The dataset used for this project contains various attributes of loan applicants,…

Data Scientist
ML Engineer
pandas
Python
scikit-learn

S&P500 Stock Market Index Prediction
S&P500 Stock Market Index Prediction

This project aims to predict the price of the S&P500 stock market index using machine learning techniques. The project involves downloading data using the yfin…

Data Scientist
ML Engineer
pandas
Python
scikit-learn

CHD Prediction Using Machine Learning
CHD Prediction Using Machine Learning

This project aims to build a Decision Tree Classifier model to predict the occurrence of Coronary Heart Disease (CHD) based on the input features. The dataset …

Data Scientist
ML Engineer
Matplotlib
pandas
Python