Abdelhakim Ouslimane.

Automates SEO content creation and social media publishing end-to-end. Analyzes competitor blogs, generates optimized articles with metadata, and schedules posts across platforms.

GoHR

HR automation system for candidate screening and interview scheduling. Vectorizes CVs, evaluates job fit via RAG, assists recruiters with an AI agent, and automates calendar booking.

Bulkcertify

Web app for event organizers to auto-generate and send hundreds of personalized certificates. Features an intuitive editor and an AI module that generates certificate designs and content automatically.

Auto Tender Writer

Python FastAPI app that automates public sector tender evaluation through an 8 phase pipeline combining deterministic logic with LLM powered document analysis. Uses the "Enforcer + Reasoner + Decider" pattern.

Fraud Detection

Fullstack ML app detecting fraudulent transactions with Logistic Regression, undersampling for imbalanced data, containerized with Docker Compose, and comprehensive Pytest coverage.

Movie Recommendation System

Content based filtering using TF IDF and Cosine Similarity across genres, keywords, cast, and director. Dynamic in-memory similarity matrix with a dark glassmorphism UI.

Spam Mail Detection

Logistic Regression + TF IDF vectorization for spam classification. Premium dark mode glassmorphism UI, modular backend, structured logging, and production Docker infrastructure.

Handwritten Digit Recognition

Draw on HTML5 canvas or upload an image to classify handwritten digits. TensorFlow/Keras MNIST model auto-trained during Docker build. Zero local dependencies required.

Gold Price Prediction

RandomForestRegressor achieving ~98.9% R² accuracy on Gold ETF (GLD) price forecasting from market indicators. Pydantic validation, structured logging, and fully Dockerized deployment.

Diabetes Prediction

SVM classifier trained on the PIMA Diabetes Dataset achieving ~77% test accuracy. Sleek dark mode UI, modular ML pipeline with separate training and inference engines.

Customer Churn Predictor

RandomForest model with dynamic probability gauge, handles class imbalance via imbalanced learn, interactive predictor for tweaking demographics, and production grade artifact caching.

California House Price Prediction

XGBoost Regression achieving ~0.83 R² on California housing data. Geographic and demographic processing, ASGI lifespan model loading, CORS security with Pydantic, Nginx frontend.