Skip to content
View doroteaMonaco's full-sized avatar
🎯
Focusing
🎯
Focusing
1 follower · 3 following

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Highlights

  • Pro

Block or report doroteaMonaco

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
doroteaMonaco/README.md

Dorotea Monaco

Software Engineer | AI & Computer Vision | Open Source Enthusiast

Master’s student in Software Engineering at Politecnico di Torino, specializing in Artificial Intelligence and Computer Vision.

I design and build production-ready systems that combine research-grade AI with scalable engineering practices. I am particularly interested in contributing to impactful open-source projects, focusing on AI systems, developer tooling, and high-performance architectures.

About Me

  • MSc in Software Engineering — Politecnico di Torino
  • Specialization: Artificial Intelligence & Computer Vision
  • Research experience in GANs and medical image classification
  • Strong background in full-stack and distributed systems
  • Passionate about accessibility, inclusive design, and social impact

I enjoy working at the intersection of:

  • Machine Learning research
  • LLM systems & evaluation
  • Distributed backend systems
  • Developer tools
  • High-performance systems (Rust / C++)

Technical Skills

Programming & AI Languages

Python Java JavaScript TypeScript Rust C SQL Assembly

Machine Learning & Deep Learning

PyTorch TensorFlow scikit-learn XGBoost

Data & Analytics

NumPy Pandas Matplotlib Seaborn SQL

LLM & NLP Tools

Hugging Face OpenAI LangGraph

Cloud & AI Infrastructure (Learning)

AWS Docker Kubernetes Git GitHub Actions

Selected Projects

GAN for Data Augmentation and Domain Adaptation

Systematic investigation of DCGAN and Conditional DCGAN for medical image classification (ISIC melanoma dataset).

  • Reproducible experimentation pipeline
  • DANN-based domain adaptation evaluation
  • Research-oriented methodology

🔗 GitHub Repository

Multi-Agent LLM Architectures for Code Generation

Comparative analysis of automated code generation systems:

  • Naive baseline
  • Single-agent pipeline
  • Multi-agent architecture (Planner, Coder, Critic)

Modular orchestration using LangGraph.

🔗 GitHub Repository

Participium — Civic Engagement Platform

Enterprise-grade full-stack platform featuring:

  • Role-Based Access Control (RBAC)
  • Interactive maps
  • Real-time updates
  • Dockerized production deployment

Stack: React, Node.js, PostgreSQL, Prisma

🔗 GitHub Repository

GeoControl — Environmental Monitoring System

Real-time environmental monitoring with alerting mechanisms and containerized architecture.

Stack: TypeScript, Docker

🔗 GitHub Repository

Ruggine — Real-Time Chat Application in Rust

  • Native GUI (Iced)
  • WebSocket-based communication
  • Redis-backed secure messaging

🔗 GitHub Repository

Open Source

I am particularly interested in contributing to organizations working on:

  • AI/ML infrastructure
  • Computer vision frameworks
  • LLM orchestration & evaluation
  • Developer productivity tools
  • High-performance systems (Rust / C++)

I am motivated by clean architecture, strong documentation, reproducibility, and meaningful collaboration within open-source communities.

Contact

Pinned Loading

  1. Ruggine-App Ruggine-App Public

    Ruggine 🦀 — Real-Time Chat Application Ruggine is a modern, secure, and scalable real-time chat platform built in Rust. It combines end-to-end encrypted WebSocket messaging with a fast, asynchronou…

    Rust

  2. RecApp RecApp Public

    RecApp is a web application forum dedicated to fitness recipes, designed with a modern interface inspired by SaporNet. The application allows users to share, discover, and interact with healthy rec…

    JavaScript

  3. Machine-Learning-Projects Machine-Learning-Projects Public

    A comprehensive collection of machine learning and deep learning projects focused on predictive modeling across different domains: computer vision, medical diagnosis, and multi-class classification.

    Jupyter Notebook

  4. GAN-for-Data-Augmentation-and-Domain-Adaptation GAN-for-Data-Augmentation-and-Domain-Adaptation Public

    Repository for the project of Machine Learning for Vision and Multimedia, in collaboration with Luigi Gonnella

    Python 1 1

  5. Architectures-for-Code-Development-with-LLMs Architectures-for-Code-Development-with-LLMs Public

    Forked from LuigiGonnella/Architectures-For-Code-Development-With-LLMs

    This project investigates multi-agent architectures for large language model (LLM)–assisted code development.

    Python

  6. Participium-Software Participium-Software Public

    Forked from andreadp02/participium

    Participium is a comprehensive web-based platform designed to facilitate citizen engagement with municipal services.

    TypeScript