Featured Projects

Option Pricing models

Calculate option prices and Greeks using different pricing models with our advanced financial modeling tools. Fetch market data, compare methods, and visualize results in real-time.

Black Sholes MertonHeston ModelOrnstein-Uhlenbeck Process

Monte Carlo Financial Simulation Platform

An educational and interactive web platform for simulating core quantitative finance models. Built with Next.js and Chart.js, the application allows users to explore investment scenarios, options pricing, and statistical distributions using Monte Carlo techniques. Designed to help students and professionals understand risk, volatility, and asset dynamics through hands-on simulation and visualization.

Monte Carlo MethodsBrownian MotionProbability TheoryOptions Pricing

Stock Sentiment Analysis & Prediction App

A full-stack web application that performs real-time sentiment analysis of stocks using Reddit, Twitter, and FinViz data. Built with FastAPI and Next.js, it scrapes recent news and social media posts, processes them using FinBERT transformer models, and predicts if a stock is likely to go UP or DOWN. Features rich data visualizations, platform selection, and adjustable analysis timeframe.

FastAPIFinBERTSentiment AggregationNLP

Agadir House Prices Prediction

A comprehensive machine learning solution that estimates real estate prices in Agadir using advanced Gradient Boosting algorithms. Features include automated data collection through web scraping, REST API integration via Flask, and Docker containerization for seamless deployment. The system achieved 89% prediction accuracy through rigorous feature engineering and hyperparameter tuning.

Gradient BoostingFlask APIRegression ModelsScikit-learn

Ensaa.ma - ENSA Community Platform

A full-stack platform serving 5000+ students and faculty members, featuring real-time updates, event management, and secure authentication. Built with Next.js for server-side rendering and optimized performance. Integrated with a headless CMS for content management and featuring a custom design system.

Next.jsTypeScriptFigma

Clustering Visualization Platform

An academic project providing visual exploration of clustering algorithms with real-time parameter adjustments. Supports K-Means, Hierarchical, and DBSCAN clustering with automated elbow method detection. Features CSV upload and live dataset generation capabilities.

StreamlitScikit-learnK-meansHierarchical Clustering

AMBcheck - NFT Community Suite

A full-stack solution managing 50+ NFT communities with 15,000+ users. Features Discord bot integration for role management, Next.js dashboard for analytics, and MongoDB for real-time data storage. Implemented OAuth2 authentication and blockchain verification.

Next.jsNode.jsMongoDB

Ordinals Market Tracker

A high-frequency trading bot monitoring Ordinals NFT markets, processing 100+ transactions/minute. Features Discord and Twitter integration for instant alerts, historical data analysis, and custom notification thresholds. Deployed on Linux servers with PM2 process management.

Node.jsDiscord.jsTwitter API