Aspiring Data Scientist | Industrial Engineering Student | junior Web Developer
Based in Marrakech, Morocco
I'm a data science and machine learning enthusiast and a junior web developer. I love applying data-driven technics to make improvements and gain insights.
Covid Dataset Exploratory Data Analysis
In this project I did some data exploration analysis Covid Data using SQL and Python. Then I used Tableau for further analysis and Data Visualization.
Mars Rover Prototype
This is an IoT project in which my team and I have implemented our Machine Learning + Robotics + Engineering + Web Development skills to build a scaled-down Mars Rover prototype.
Olive Oil Classification
This is a machine learning project where we used classification models to find the source region of olive oil based on its chemical properties. I have embedded the project in a web app using Streamlit library.
Multimodal AI medical Assistant (Group Project)
➔ Built a multimodal chatbot that emulate the interaction with a skilled clinician. ➔ Designed a Visual Language Model with a vision transformer and an LLM using LangChain as an Orchestrator. The system is powered with speech-to-text, translation, and text-to-speech features.
Time Series Forecasting with Azure and Machine Learning
➔ Featurized the time series dataset and built a machine-learning based forecaster with LightGBM. ➔ Employed Azure Machine Learning’s HyperDrive for fine-tuning model hyperparameters. ➔ Successfully deployed the trained model to Azure Container Instance.