Hello world! It's a pleasure to meet you. I'm a Computer Engineer specialized in Artificial Intelligence and Machine Learning, with a particular passion for neural networks and Generative AI. Visit my GitHub to explore projects in AI and robotics, or ask my assistant anything you want to know about me!
Neural network approaches for classifying variable star light curves (ZTF). LSTM on sequences and CNN on image-like transforms (incl. DMDT); evaluated with 5-fold CV on 5- and 10-class setups.
Leukemic cell classifier combining OpenCV preprocessing & augmentation with handcrafted features and tuned hyperparameters (GridSearch); achieved F1 score of 84.66%.
Parameter-efficient fine-tuning (LoRA) of Mistral 7B via Hugging Face to build a lightweight QA system for memory-constrained environments; BLEU 62%, ROUGE-1 81%, METEOR 78%.
YOLO implementation for detecting PCB defects using the DeepPCB dataset, featuring six defect classes. Built with FastAPI for serving and Docker for deployment.
Compare Linear Regression vs RANSAC to estimate Swiss house prices from LivingSpace. RANSAC is robust to outliers and yields more reliable fits on anomalous price points.
I hold a Master's degree in Computer Engineering: Artificial Intelligence and Robotics from the University of Padua, with international experience gained during my studies abroad. Throughout my academic journey and professional career, I've specialized in designing, optimizing, and deploying end-to-end Neural Network pipelines, including architectures like CNNs and LSTMs. I have hands-on experience working with Large Language Models (LLMs), developing AI solutions that bridge the gap between research and production. I thrive in interdisciplinary teams, collaborating across different domains to deliver scalable and impactful projects, while also pursuing personal projects that fuel my passion for innovation in AI and robotics. For my complete background, visit my full profile.
Python, Java, C, C++, C#, JavaScript, SQL, HTML, PHP, C/BASE, C/AL, MATLAB, ROS, R
TensorFlow, NumPy, pandas, SciPy, Matplotlib, Keras, PyTorch, scikit-learn, Apache Spark, GitHub & MLOps
Italian (mother tongue), English (C1), French (A2)
OCI AI Foundations Associate, OCI Generative AI Professional, OCI AI Vector Search Professional
Spotted a bug or want to say hi? Reach me here:
amedeo.carraro01@gmail.com · GitHub · LinkedIn
Resume: Open PDF