Final-year Computer Science and Information Technology student with hands-on experience across software engineering, applied AI, and hardware integration. Attentive to repository structure, documentation, and tooling — with a consistent habit of maintaining well-organised, well-documented projects. Seeking a role in technical support, system reliability, or customer engineering.

A two-stage cascade system for dental caries detection in panoramic radiographs, combining YOLOv8 localization with ResNet50 patch verification to improve diagnostic precision.

• Engineered a hybrid decision pipeline to suppress false positives caused by radiological artefacts and metallic restorations, achieving a global mAP50 of 0.938.
• Coordinated the processing of over 18,000 dental image patches, producing a robust training environment for early-stage lesion detection.
• Conducted a structured comparative evaluation between the baseline and cascade system, documenting methodological limitations in a final IEEE-format report.

Python YOLOv8 ResNet50

A Java eBanking and trading platform implementing Singleton, Command, Factory, and Strategy patterns with SMA-based stock recommendations and premium financial logic.

• Modelled a commission engine using the Strategy pattern, enabling runtime-configurable rules across standard and premium user tiers.
• Implemented an SMA crossover algorithm for stock recommendations, integrating multi-currency exchange logic with a CSV-driven rate matrix.
• Applied Command and Factory patterns to decouple input parsing from business logic, producing a clean, extensible command-driven architecture.

Java Gradle

An object-oriented Java ATC system with generic runways, priority-based flight scheduling, and custom exceptions for takeoff and landing management, built using Gradle.

• Designed and implemented a custom exception hierarchy to handle critical runtime scenarios, including unavailable runways and allocation conflicts.
• Leveraged Java Generics to ensure codebase scalability and reuse across heterogeneous aircraft types.

Java Gradle

An open-source hardware project for building a portable, ESP32-C6–based e-book reader with an E-Paper display, microSD storage, USB-C power/data, and Li-Po battery support.

• Designed the full ESP32-C6 pinout across SPI and I²C buses, integrating the E-Paper display, BME680 sensor, RTC, fuel gauge, NOR flash, and microSD card on shared communication lines.
• Managed the PCB routing phase in Autodesk Fusion 360, resolving DRC and ERC violations and manually approving non-critical SMD hole warnings after physical verification.

ESP32-C6 Autodesk Fusion 360 E-Paper Display

Other Projects

• AI Search Benchmarks — Benchmarking IDA*, A*, and Simulated Annealing across difficulty-scaled maps with performance metrics and visualizations. Python
• Atomic Compact Suffix Tree — Atomic and compact suffix trees with construction, compression, and suffix queries. C
• IIR Filter Design — Butterworth and Chebyshev-I low-pass IIR filters implemented from scratch in Python, applied to ECG denoising. Python

B.Eng. in Computer Science and Information Technology
Politehnica University of Bucharest — Faculty of Automatic Control and Computer Science
2022 – Present (Year 4)