Hi, I'm Mona

Co-authored a research paper with my professors and classmates for SemEval 2026 Task 1 (Humor Generation). Our system achieved 2nd place, and the paper was accepted (pending publication).

Tech: Python, NLP, RAG, DPO, Language Models

Specialized AI framework for automatic search, validation, and verification of documentary content. Features enterprise-grade RAG architectures, LangGraph workflows, and hallucination mitigation with confidence scoring.

Tech: Python, LangChain, Llama 3, ChromaDB, Flask

AI-powered tool to organize and track Italian job postings with auto-translation (Italian → English), smart field extraction (company, city, RAL, tech stack), a 2026 Italian tax estimator, and an agentic chat interface for database updates.

Tech: Python 3.13+, Streamlit, Llama 3.3-70B-Instruct, Hugging Face, JSON

Master’s thesis project focused on building an AI framework for automatic search and validation of documentary content using RAG, NLP, and LLM-based pipelines. Near completion.

Tech: RAG, NLP, LLMs

Comprehensive machine learning system for detecting fake news using NLP techniques and multiple classification algorithms. Achieved high F1-score after feature engineering and model selection, with advanced text preprocessing, TF-IDF vectorization, and LSTM neural networks.

Tech: Python, scikit-learn, TF-IDF, NLP

Advanced PyTorch CNN implementation for MNIST digit recognition achieving 99%+ validation accuracy. Features multi-layer architecture with batch normalization, dropout, data augmentation, and comprehensive training pipeline with early stopping.

Tech: Python, PyTorch, CNN, NumPy

Achieved strong performance with R² = 0.85 after feature engineering and model tuning.

Tech: Python, scikit-learn, XGBoost, Pandas

Generative AI capstone that explains memes by extracting tone, humor type, and core message. Processes meme images with captions using a vision model, returns structured JSON, and saves explanations to CSV. Uses embeddings + vision encoder + structured LLM output.

Tech: Python, Pandas, Vision Model

Classic PacMan game implementation using ARM Assembly language. Demonstrates low-level programming skills, memory management, and game logic implementation at the assembly level with optimized performance.

Tech: ARM Assembly, Embedded

Interactive React-based meme game featuring user authentication, dynamic gameplay mechanics, and engaging user interface. Built with modern web technologies and responsive design for optimal user experience.

Tech: React, JavaScript, CSS

Full-featured e-commerce platform built with Django framework. Includes user authentication, product catalog, shopping cart functionality, order management, and secure payment processing with SQLite database integration.

Tech: Django, Python, SQLite

Comprehensive event management platform designed for organizing and managing various types of events. Features include event creation, participant registration, scheduling, and real-time updates with modern web technologies.

Tech: JavaScript, HTML, CSS

Right-to-left (RTL) Persian dashboard built with modern React, demonstrating full localization and a clean component architecture for Farsi interfaces.

Tech: React 18, JavaScript, RTL, Localization