Robert Constantin Preda
@robertconstantinpred
Master's student in Information Technologies creating data-driven automation and AI solutions.
What I'm looking for
I am a Master's student in Information Technologies in Systems Engineering with hands-on experience building automation, data-validation tools, and machine learning solutions for industrial and gaming domains. My projects include a Windows real-time monitoring application for ICP DAS modules, a CNN-based mob recognizer with 91% accuracy, and JavaFX desktop tools integrating external APIs.
I have contributed to supply-chain data automation and financial document validation in industry roles, improved reporting and inventory processes, and gained practical IT support experience during internships. I enjoy designing pragmatic, data-driven systems that connect software with real-world industrial processes and continuously expanding my skills in AI, embedded systems, and automation.
Experience
Work history, roles, and key accomplishments
Data Validator
Way2VAT
Jun 2024 - Aug 2024 (2 months)
Automated validation of financial documents for VAT recovery, identifying inconsistencies between invoices and OCR outputs and improving validation accuracy. Communicated technical findings to resolve error cases and streamline the recovery process.
Supply Chain Data Specialist
Cummins Generator Technologies
Oct 2022 - Mar 2024 (1 year 5 months)
Monitored inventory and maintained Priority ERP databases to ensure real-time accuracy, developed automated Excel reports to support procurement forecasting and logistics planning. Collaborated with purchasing and planning teams to ensure cross-system data consistency.
IT Summer Intern
Cummins Generator Technologies
Jul 2023 - Aug 2023 (1 month)
Supported IT team with asset database updates, observed data migration processes, and assisted troubleshooting hardware and network issues under supervision. Gained hands-on exposure to system maintenance and technical support.
Bachelor's Thesis Developer
University of Craiova
Designed and implemented a Windows application for real-time monitoring of ICP DAS Constantin I-7000/M-7000 modules, integrating alarms, visualization, and reporting to improve data visibility and response times in industrial systems.
Java Desktop Developer
Personal Projects
Built a JavaFX desktop application integrated with Blizzard APIs and a custom Lua addon to track in-game loot, implementing data synchronization and visualization features for session analysis.
MATLAB Developer
Personal Projects
Developed MATLAB tools to generate Julia and Mandelbrot fractals and compute PID characteristics for academic exploration and visualization.
Machine Learning Project Lead
Personal Projects
Trained a convolutional neural network to classify 39+ NPCs achieving 91% accuracy and built a small GUI for visual testing to support model evaluation for in-game mob recognition.
Education
Degrees, certifications, and relevant coursework
Faculty of Automation, Computers and Electronics, University of Craiova
Master's degree, Information Technologies in Systems Engineering
Master's degree in Information Technologies in Systems Engineering, focused on automation, data validation, and system integration; program is ongoing.
University of Craiova
Bachelor of Science, Automation and Applied Informatics
2021 -
Bachelor's degree in Automation and Applied Informatics with coursework and projects in embedded systems, MATLAB, and automation.
Teacher Training Department, University of Craiova
Psycho-pedagogical training program, Psycho-pedagogical training
2021 - 2024
Psycho-pedagogical training program Level I completed and Level II ongoing to support teaching competencies.
Tudor Arghezi Theoretical High School, Craiova
High School Diploma, Natural sciences
2017 - 2021
Secondary education with emphasis on natural sciences, completed in 2021.
Availability
Location
Authorized to work in
Job categories
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