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Robert Constantin Preda

@robertconstantinpred

Master's student in Information Technologies creating data-driven automation and AI solutions.

Romania
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What I'm looking for

I am looking for roles where I can apply AI, automation, and embedded-systems skills to solve industrial problems, work with cross-functional teams, and grow technically in ML and systems integration.

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

WA

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.

CT

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.

UC

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.

PP

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

FC

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 logoUC

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.

TC

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.

TC

Tudor Arghezi Theoretical High School, Craiova

High School Diploma, Natural sciences

2017 - 2021

Secondary education with emphasis on natural sciences, completed in 2021.

Tech stack

Software and tools used professionally

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Robert Constantin Preda - Data Validator - Way2VAT | Himalayas