Cioloca

Key Skills

Software

Other

Top Subject Matter

Cybersecurity (malicious website detection)

Embedded systems / IoT (thermostat control)

Event administration (access/check-in data handling)

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

PoliHack OSUT — CyberSecurity hackathon; AI bot for detecting virus-containing websites. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes High School Diploma, Lucian Blaga Theoretical High School Reghin (2024) and Bachelor’s Degree, Technical University of Cluj-Napoca (UTCN) (2024). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Computer Programming, Coding, and Data Collection.

Labeling Experience

Untold Volunteer — Acces and Check-in department support

TextData Collection

Volunteered in an event access and check-in department, which involved supporting operational collection of attendee information. This is not described as AI training or direct data annotation, but the activity likely included handling structured text inputs for registration/check-in. No labeling scheme, annotation tool, or dataset labeling process is mentioned in the resume. • Assisted with access and check-in flow for event attendees • Handled attendee information during registration/check-in • Supported staff with administrative check-in operations • Contributed to data collection for operational purposes

2025 - 2025

Adjustable Arduino Thermostat — Arduino-based configurable liquid thermostat project

Other

Created a configurable Arduino thermostat project featuring real-time temperature measurement and a user interface with thresholds. While this project is not an explicit data labeling or AI training activity, it demonstrates applied system development that can support data generation/collection for downstream ML. Any data labeling is not described in the resume, so no specific annotation task can be confirmed. • Implemented real-time temperature measurement logic • Added configurable threshold controls with buttons • Displayed threshold and temperature values on an LCD • Built an embedded system prototype using Arduino

2025 - 2025

PoliHack OSUT — CyberSecurity hackathon; AI bot for detecting virus-containing websites

Other

Participated in a cybersecurity hackathon where the team developed an AI-powered bot to detect websites containing viruses. The work involved building and implementing the AI logic for detection within the bot application. This experience reflects practical AI development rather than manual data labeling on a specific annotation platform. • Developed an AI-based detection approach for malicious/virus-containing websites • Built the bot solution as part of a team of four • Focused on cybersecurity use cases for website scanning/detection • Supported integration of AI detection into a working prototype

2025 - 2025

Education

Work History