BENABBOU Oussama
Data and AI Engineer
This summer, I am participating in an internship where we are developing a full-stack RAG application chatbot. I am passionate about leveraging my skills in innovative projects and contributing meaningfully to the field of artificial intelligence.
Online Certifications
A comprehensive program covering all aspects of data engineering.
Fundamental knowledge of Oracle Cloud Infrastructure services.
In-depth understanding of machine learning concepts and applications.
Basic principles and services of AWS cloud computing.
My Tech Stack
A small selection of recent projects
Implementation of GPT from scratch
Implementing self-attention mechanisms, multi-head attention, and exploring the intricacies of transformer architecture.
Real-Time Vehicle Tracking System
Implementation of a Real-Time Vehicle Tracking System using Kafka, ZooKeeper, Spark, Google Cloud Platform (GCS), BigQuery, Mage, Terraform, dbt, Docker, and Looker Studio. Follow this guide to set up and run the project to monitor and analyze vehicle data in real-time.
Forecasting Wikipedia Page Views: An Exploration of Web Traffic Prediction Strategies
Constructing a forecasting model for predicting future traffic on Wikipedia pages where we try to explore two different approaches for prediction.
BERT-based Text Classification REST API
This project is a FastAPI-based RESTful API for text classification using a fine-tuned BERT model and Cassandra database integration.
Work Experience
Software and Machine Learning Engineer intern
I will provide more information about the technologies we are using later.