Learn. Break. Build. I hunt for weaknesses in IT/OT systems and turn them into hardened defenses. Keen on IoT, AI and offensive security — driven by determination and curiosity.
Scaled up dataset diversity to improve generalization, then tuned both the classification and the Siamese-type models. Added mutation-type specification for higher precision in genetic information analysis.
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Designed and trained an intelligent agent with Q-learning, then benchmarked it against SARSA, double Q-learning, DQN and Double DQN reinforcement-learning algorithms.
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A Web DApp hardening authentication via the Ethereum blockchain. Users buy NFTs with custom KryptoTokens for category discounts, while smart contracts deliver transparent, secure verification.
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A classifier that detects face-morphing attacks across five techniques (OpenCV, FaceMorpher, StyleGAN2, WebMorpher, AMSL). MixNets trained on the SMDD dataset and validated on test subsets.
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An IoT vault that stores credentials and ships them over Bluetooth. Data is AES-128-GCM encrypted, the board talks to a Python server over SSL, and every operation is gated by fingerprint auth.
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Benchmarked DNS-over-UDP/TCP/TLS/HTTPS and DNSSEC for the security overhead they add, each tested across three resolvers: BIND9, PowerDNS and Technitium.
view repo →I like working in a team — sharing ideas clearly and paying attention to others — which sharpens both my technical and social skills. I also work well alone, managing time and pressure, adapting quickly to change and caring about the details.
At university I built large projects with colleagues, merging everyone's solutions into a single optimal idea. I often acted as project manager — owning deadlines and shared resources, and carrying responsibility through to a successful delivery.
I run EthIN, a blog on Network Science and Computer Networks — theory, architectures and real-world network configurations.
I love travelling the world for its natural places. I've explored Italy and European cities like Barcelona — I enjoy change and meeting new people.
I challenge myself to keep improving — coding competitions organized by Google and CTF challenges online are my favorite playground.
New places mean new food. I love Asian and Mexican dishes — and "all you can eat" menus, so I can taste as much as possible.