Engenharia,
na prática.

Adapted a pretrained ResNet18 for chest X-ray classification across 7 lung diseases by converting the model to grayscale input and fine-tuning end-to-end on Kaggle data.

Custom CNN built from scratch to classify skin lesions as melanoma (0/1), validated checkpoint-by-checkpoint and designed for mobile-ready deployment.

Cleaned and combined US economic indicators (1960–2020) and compared Linear Regression vs Random Forest for inflation prediction using MSE on a time-based split.

An original quadruped robot platform I designed from mechanics to software and led technically, reaching the top 15 in the Teknofest Disaster category.

Experimental project exploring autoencoders, VAEs, and conditional GANs to generate a mannequin try-on image from a T-shirt input.

A wheelchair prototype that uses an AI model to analyze EEG brain signals and translate the user’s mental commands into directional control.

Led the software development for an autonomous surface vehicle in a nationally recognized defense industry competition, achieving 4th place. Managed full software architecture, including embedded systems and…

A life simulation in which bacteria learn to sense their environment and find food using neural networks and genetic algorithms.

A self-learning physics-based vehicle simulation in which a genetic algorithm evolves faster and more capable vehicles across generations.

A PyQt implementation of Snake controlled by a custom self-learning AI algorithm rather than a human player.

An original quadruped robot platform I designed from mechanics to software and led technically, reaching the top 15 in the Teknofest Disaster category.

A wheelchair prototype that uses an AI model to analyze EEG brain signals and translate the user’s mental commands into directional control.

Led the software development for an autonomous surface vehicle in a nationally recognized defense industry competition, achieving 4th place. Managed full software architecture, including embedded systems and…

A fully independent fourth-generation RobotDog prototype with a custom battery system, multiple microcontrollers and real-time Android control and telemetry.

The third iteration of my quadruped robot platform, using a lightweight custom body, 9G servos and an Arduino Pro Mini for foundational motion.

A remotely operated gripping robot arm controlled through a custom wearable interface and developed for a TÜBİTAK science fair.

An interactive Arduino toy robot for children, combining independent movement, audio recording and animated facial expressions.

An ESP8266-controlled automation machine that detects colored objects and routes them into the correct compartments.

An interactive pet-toy prototype using an ESP01, Arduino and two-axis servo control to move a laser remotely.

A life simulation in which bacteria learn to sense their environment and find food using neural networks and genetic algorithms.

A self-learning physics-based vehicle simulation in which a genetic algorithm evolves faster and more capable vehicles across generations.

A PyQt implementation of Snake controlled by a custom self-learning AI algorithm rather than a human player.

A customizable ESP8266-based RGB lighting system controlled over Wi-Fi and integrated with Android and desktop applications for real-time color effects.

An Android application that helps clinicians perform burn-treatment formulas and body-surface calculations quickly and accurately.

A mobile platform game built with a custom 3D frog model, Blender and Unity, featuring touch-based jumping and dynamic enemy AI.

A published mobile 2D strategy board game inspired by Othello, with modernized mechanics built around converting the opponent’s pieces.

An Android application that measures nearby magnetic-field intensity with the phone’s sensor and presents it through a retro interface; downloaded more than 50,000 times.

An Android application that estimates the lengths and proportions of objects in a photo using an item of known size as a reference.

An Android application that exposes device sensors and hardware as modules so users can build automations with a drag-and-drop workflow.

A fully 3D mobile interpretation of Othello combining custom Blender assets with gameplay systems implemented in Unity.

An offline Android application that shows the Qibla direction and prayer times using the user’s location and locally stored official data.

A Unity-based event system that registers participants, generates a unique QR code for each person and enables fast, secure check-in.

A physics-driven game about guiding a continuously rolling ball across an endless platform filled with changing obstacles.

My first mobile multiplayer 2D battle game, built in high school around two teams competing to hold a central base for the longest time.

A Photoshop-based university project creating original cartoon characters and modular assets for a Worms-inspired online 2D game.