SMARTY
Reporting, minus the paperwork.
Helps school counselors and speech therapists optimize their reporting.
View
Robert Șolcă Researcher & engineer
The evidence says I’m right. It usually does.
I investigate AI and cybersecurity, and the gap between what models claim and what the evidence supports.
Pick your hat.
Researcher, engineer, debater. Three hats, one head.
A good question is a good start.
I’m a PhD candidate at Transilvania University of Brașov, working in both directions: AI for cybersecurity, and cybersecurity for AI. I study the gap between how confident a model is and what the evidence actually supports. I also teach, coordinate student projects, and give talks on how AI systems get attacked.
PhD candidate / MSc Cyber Security / BEng Computer EngineeringRead about the researchIdeas deserve a working prototype.
At Siemens, I work where research meets engineering: security for healthcare devices, better ways to build software, and two published patent applications along the way.
Research meets implementationA different perspective? I’m listening.
Debate is where I test ideas under pressure: making a case, attacking it, and taking the other side seriously. It got me Best Speaker at DEBATTLE X, and a seat in the European Parliament as a student delegate.
Arguments welcome. Evidence encouraged.Portfolio.
A paper, a product, and a patent application. The best of each.
- 0.96F1 score on DDoS and PortScan
Hunting threats. Finding patterns.
Intrusion detection built on parallel Markov chains: up to 0.96 F1 on DDoS and PortScan attacks, using 71.5% less memory.
Read the paper(opens in a new tab) - Patent applicationEP4668672A1
Who gets to trust whom?
Trust verification between participants in a data space. A published Siemens patent application.
Read the application(opens in a new tab)
Wins.
I’m good. I can prove it.
27honors on the record, and counting.
- Research2026
Best Student Paper Award
HackEd, Smart Technologies & Education
- Hacking & building2024
1st place, BEST Hackathon
BEST Brașov
- Debate & stage2021
1st place and Best Speaker
DEBATTLE X
- Debate & stage2026
Delegate, European Student Assembly
European Parliament, Strasbourg. The recommendation passed.
After hours.
01
Play.Gaming
There’s always another side quest.
02
Lift.The gym — my personal records
A different kind of training.
03
Debate.A good argument
New perspectives. Better questions.
Think I’m wrong?
Prove it. Start a conversation on LinkedIn (opens in a new tab)
A research idea, a project, or a perspective I haven’t considered. Bring evidence. I’d like to hear it.
Find me on GitHub (opens in a new tab)