Hi, my name is

Imed Eddine Aouidane.

I build intelligent systems & brands.

I'm an ML Engineer and Data Analyst specializing in computer vision, predictive analytics, and data-driven solutions. Currently focused on building innovative AI products and leading creative ventures.

Imed Eddine Aouidane

About Me

Hello! I'm Imed, an ML Engineer and entrepreneur based in Oran, Algeria. I specialize in building computer vision systems, predictive analytics platforms, and scalable data pipelines.

As the founder of Auralytics AI and Medy Wear, I combine technical expertise with creative vision to deliver impactful solutions across tech and fashion industries.

I'm open to relocation across Europe and always excited to work on challenging projects that push the boundaries of what's possible with data and AI.

  • PyTorch & TensorFlow
  • Computer Vision
  • PostgreSQL & MySQL
  • Docker & CI/CD
  • Streamlit & FastAPI
  • Data Visualization

Skills & Expertise

Computer Vision

  • PyTorch & TorchVision
  • CNNs, R-CNN, YOLO
  • Object Detection
  • Image Processing

Data Engineering

  • SQL & PostgreSQL
  • Data Pipelines
  • Web Scraping
  • ETL Processes

Automation

  • n8n Workflows
  • Process Automation
  • API Integrations
  • Task Scheduling

Analytics

  • Predictive Modeling
  • Time Series Analysis
  • Statistical Analysis
  • Power BI & Tableau

Soft Skills

  • Leadership
  • Communication
  • Problem Solving
  • Teamwork

MEDY WEAR

Founder & Creative Director

A modern apparel brand merging minimalism with streetwear aesthetics. I conceptualized the brand identity, designed the logo, and oversee all creative direction.

Featured Projects

R-CNN Object Detection
Data Science

R-CNN Object Detection Pipeline

PyTorch • Docker • Poetry • Git

End-to-end object detection system trained on 5,000+ images. Achieved 74% mAP.

Oil & Gas Analytics
Data Science

Oil & Gas Predictive Analytics

Streamlit • Python • Scikit-learn

Web app for well pressure prediction with 80% accuracy and automated reporting.

E-commerce Intelligence
Data Science

E-commerce Intelligence Dashboard

Python • PostgreSQL • Selenium • Power BI

Scraped 2,500+ products for competitor analysis with interactive dashboard for market positioning.

NVIDIA Study
Data Science

NVIDIA AI Revenue Impact Study

ARDL/ECM • Time Series • Econometrics

Applied econometric frameworks to analyze AI adoption's effect on NVIDIA revenue. Identified long-run causality between AI signals and financial performance.

Audio Processing
Data Science

Intelligent Audio Processing

OpenAI Whisper • Speaker Diarization • NLP

Built transcription pipeline with noise reduction and summarization. Achieved 15% WER reduction compared to baseline.

Neural Network
Data Science

Neural Network Digit Classifier

R • From Scratch • Deep Learning

Implemented feedforward neural network from scratch with backpropagation and gradient descent.

Churn Prediction
Data Science

Telecom Churn Prediction

R • tidymodels • Random Forest

Classification models comparing logistic regression and Random Forest for customer churn analysis.

Time Series
Data Science

Electricity Consumption Forecast

R • ARIMA • Time Series

Seasonal decomposition and ARIMA forecasting with uncertainty intervals for planning scenarios.

Bitcoin
Data Science

Bitcoin Price Modeling

R • ACF/PACF • ARIMA • Volatility

Price behavior analysis via time series diagnostics and volatility modeling of crypto markets.

R Shiny App
Data Science

Interactive Classification App

R Shiny • Palmer Penguins • ML

Real-time classification app with interactive parameter tuning and model interpretability focus.

Travel Agency
Web Development

Travel Agency Automation

Selenium • WordPress • Python

Automated data entry for 1,000+ courses, reducing workload by 5x.

Portfolio
Web Development

Personal Portfolio

HTML • CSS • JavaScript

Modern responsive portfolio with dark theme and filterable projects.

Medy Wear Brand
Graphic Design

Medy Wear Brand Identity

Logo Design • Branding • Packaging • Apparel

Complete brand identity for streetwear line including logo, packaging, and apparel mockups.

Auralytics Logo
Graphic Design

Auralytics AI Brand Identity

Logo Design • Brand Strategy • Visual Identity

Complete brand identity for AI meeting platform including logo system and visual guidelines.

Personal Logo
Graphic Design

Personal Logo Design

Logo Design • Personal Branding • Mockups

Minimal personal logo design with professional mockup applications.

Experience & Education

2025 - Present

Freelance ML Engineer & Data Specialist

Delivering predictive analytics, automation systems, and data solutions for international clients.

Feb 2025

Data Science Intern @ MDM Hasnaoui

Prepared manufacturing datasets and developed data mapping strategies for predictive modeling.

2022 - 2025

Graduate School of Economics

Data Science for Economics & Business

Dec 2023

Technical Intern @ LITMED PRO

Processed healthcare datasets for ML applications and supported EDA for process optimization.

Get In Touch

I'm currently open to new opportunities and interesting projects. Whether you have a question or just want to say hi, I'll try my best to get back to you!