Gianmarco Scarano
M.Sc. in Artificial Intelligence & Robotics | "La Sapienza" University of Rome
Hey there!
I am Gianmarco Scarano and I hold a Master's Degree in Artificial Intelligence & Robotics at "La Sapienza" University of Rome, in Italy!
I also earned my Bachelor's Degree in Computer Science and Technologies for Software Production from the University of Bari "Aldo Moro".
In my free time I like to produce music (mainly lo-fi and ambient), shoot cool pictures, play games, football and just code!
Core Competencies
High experience in Python and Java programming languages & basic knowledge of C, C#, C++ and SQL/NoSQL.
Able to build and optimize existing ML/DL models through SOTA algorithms.
Proficient knowledge of Tensorflow, Keras, PyTorch & Sklearn libraries along with high knowledge of the Git library.
My EDUCATIONAL CAREER
Sept 2013 - June 2018
I.T.E.S. F.M. GENCO
High School Diploma, Economia aziendale/manageriale
Sept 2018 - Apr 2022
Università degli studi di Bari
Laurea triennale in Informatica e Tecnologie per la Produzione del Software (ITPS)
- Vision Transformer (ViT) for Crowd Counting purposes
- Neural Network for predicting the speaker's gender
- Neural Network for predicting the speaker's emotion
- Developed an Arcade Game called "Arkanoid" for Android (through Android Studio)
- Java programming language
- Python programming language
- C programming language
- SQL
- OO Paradigms
- Cyber Security activities with tests on VulnHub
- MVC Patterns
- Usability Tests & UI Examples
- Code Quality Inspections (SonarCloud, Maven, etc.)
- Spring Framework (Redmine, GANTT, etc.)
- GitHub first approaches & insights
- B2 First Certificate
Sept 2022 - Jan 2025
Sapienza Università di Roma
Master Degree, Artificial Intelligence & Robotics
- Decision Trees, Bayesian Learning, SVM with various kernels (Poly, RBF, etc.)
- Linear Classification & Regression tasks
- Neuroengineering basics (Neural Encoding/Decoding, Brain Networks, EEG, BCI)
- Deep Neural Networks (NN fundamentals, CNN, Gradient computation, Transformers, GANs, VAEs, CVAEs) using PyTorch & TensorFlow/Keras
- Computer Vision tasks (OpenCV, Epipolar Geometry, Camera Calibration, Segmentation and Detection, Multimedia Forensics)
- Robot Programming (C++, ROS support)
- Reinforcement Learning (SARSA-λ, Q-Learning, DDQN, Actor-Critic, A2C, PPO)
- Natural Language Processing (Similarity, Embeddings and Multimodality)
- Information Retrieval through DSI (using LLMs such as T5, Flan-T5, SwitchTransformers, Mixture-of-Experts, LoRA and QLoRA)
- SQL/NoSQL databases (MongoDB with Compass & NoSQLBooster)
- Robotics (Direct/Inverse/Differential Kinematics, Statics, Force, Dynamic Models & Trajectories)
- Autonomous Systems (Mobility, Trajectories & Motion Planning)
Competenze: Artificial Intelligence · Machine learning · Deep Learning · Computer Vision · Natural Language Processing · Robotics
Vehicle Re-Identification using ResNet
and Spatio-Temporal constraints
Designed and implemented a reidentification (Re-ID) system which accurately tracks a target vehicle across complex camera networks using advanced CNN Feature Extraction protocols and sophisticated Deep Learning algorithms for Multi-Camera Trajectory Linking.
Project showcase
And some final images..
my experiences
Designed and implemented a reidentification (Re-ID) system which accurately tracks a target vehicle across complex camera networks using advanced CNN Feature Extraction protocols and sophisticated Deep Learning algorithms for Multi-Camera Trajectory Linking.
4 weeks course (120h in total) aimed at learning the English Tourism and Marketing background, through an English language level equivalent to Cambridge B2 (First).
4 weeks course, entirely in English, for PET (B1 Preliminary) preparation. Very useful experience which gave me the first opportunity to connect with people in an international context.
AI Engineer Intern
Smart-I Srl · Stage
giu 2024 - dic 2024 · 7 mesi
Roma, Lazio, Italia
Upper-Intermediate English course for Tourism, Business & Marketing
Atlas Language SchoolAtlas Language School
ago 2018 - ago 2018 · 1 mese
Dublino, Irlanda
PET Preparation
Cambridge Melchior College (CMC)
set 2017 - set 2017 · 1 mese
Cambridge
Licences and certifications
B2 First
Università degli Studi di Bari
Data di rilascio: ago 2021
PET Preliminary
Cambridge Melchior College (CMC)
Data di rilascio: nov 2017