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Deniz KılınçComputer Engineer

Open to new projects

From idea to launch, I build every layer of the product.

I build software end to end — from AI models and embedded systems to mobile apps and corporate web platforms. From the database schema to the last pixel of the interface.

Deniz Kılınç

selected work

Projects I built end to end — from mobile and embedded systems to AI and the web.

01

Aventra — AI Travel Planner

The user types where they want to go and gets a day-by-day itinerary in about thirty seconds: real places, timing that respects opening hours, and an estimated budget. An eight-language mobile app, live on Google Play in 177 countries since 6 September 2026.

  • React Native
  • Expo
  • TypeScript
  • NestJS
  • Prisma
  • PostgreSQL
  • Gemini
  • RevenueCat
  • Docker
View project
02

RhinoAI

A mobile AI application that objectively measures facial proportions before and after rhinoplasty. Face landmark detection and deep learning inference run in real time, entirely on the device.

  • Kotlin
  • Jetpack Compose
  • Python
  • TensorFlow Lite
  • ML Kit
  • ViT
View project
03

Autonomous Unmanned Ground Vehicle

An embedded systems project developed within a technology development society, combining real-time object detection, obstacle avoidance and autonomous driving algorithms.

  • Python
  • C++
  • ROS2
  • YOLOv8
  • Jetson Orin Nano
  • CUDA
  • OpenCV
View project
04

Time to Work International B.V.

A multilingual, SEO-focused corporate web platform built from scratch for a Netherlands-based company providing international workforce and employment services.

  • TypeScript
  • Next.js
  • React
  • Tailwind CSS
  • Framer Motion
  • i18n
View project
05

FocusPulse

An Android application that analyses attention and focus during work sessions through camera data. All processing happens on the device; the image never leaves it.

  • Kotlin
  • Android
  • ML Kit
  • TensorFlow Lite
  • Python
  • OpenCV
View project
06

CodeLens AR

A platform that scans and analyses code blocks and text through augmented reality or camera-based visual input, aimed at speeding up developer workflows.

  • Kotlin
  • Flutter
  • Python
  • OpenCV
  • Vision Modelleri
View project
07

Smart Waste Management

The backend and database infrastructure of an IoT-enabled platform that centrally monitors waste collection processes, container fill levels and operational data.

  • Node.js
  • Express
  • PostgreSQL
  • MQTT
  • REST API
  • SQL
View project
08

Hybrid ViT-BiGRU Pipeline

A hybrid deep learning pipeline capturing spatial features with a Vision Transformer and temporal patterns with bidirectional GRU networks.

  • Python
  • PyTorch
  • TensorFlow
  • NumPy
  • Pandas
  • Seaborn
  • CUDA
View project
09

Füzyon Akademi

The corporate website of a workshop in Gaziantep teaching robotics, software, AI and drone technology. It began as a static site and was transformed into a dynamic platform with an admin panel the organisation manages itself, then deployed to production.

  • PHP
  • MySQL
  • JavaScript
  • HTML5
  • CSS3
  • cPanel
View project
10

Hotel Housekeeping Tracker

A QR-based, multilingual hotel operations system. Separate permission layers for admins, managers and staff, with guests reaching their own interface by scanning a code. Built as a commercial product sold to hotels and configured individually for each installation.

  • Laravel
  • PHP
  • MariaDB
  • Blade
  • QR
  • cPanel
View project
11

STM32 & Arduino Embedded Systems

Low-level embedded software built around synchronous sensor data collection, low-latency output to local displays and a reliable communication standard between microcontrollers.

  • C
  • C++
  • STM32
  • ARM Cortex-M
  • Arduino
  • I2C/SPI/UART
View project
12

Real-Time Backend Services

A microservice-based backend infrastructure built on bidirectional socket communication and event-driven data flow, managing many concurrent clients.

  • Python
  • FastAPI
  • Flask-SocketIO
  • Node.js
  • Express
  • WebSockets
  • PostgreSQL
View project
13

ResNet50 & VGG19 Model Comparison

An analytical study training two classic convolutional architectures on the same dataset through transfer learning, then comparing them on accuracy, inference time and model size.

  • Python
  • TensorFlow
  • Keras
  • CUDA
  • Matplotlib
  • Seaborn
View project
14

Anadolu Diabetes School

A multi-module education platform for people with diabetes and their families. It brings together public pages, a lesson and student panel, course sales through a cart and order flow, an admin panel, and a separately authenticated Chronic Guide module.

  • Laravel
  • PHP
  • MySQL
  • Blade
  • Bunny Stream
  • cPanel
View project
15

Inventory Tracking App

A mobile inventory management application covering stock in and out, live inventory tracking and reporting.

  • React Native
  • Expo
  • TypeScript
View project
16

AI4Change

A project developed within the Kodluyoruz programme, applying data analytics and machine learning to problems in the civil society and social impact space.

  • Python
  • Scikit-learn
  • Pandas
  • NumPy
  • Matplotlib
View project
17

User Management System

A multi-layered web backend architecture providing role-based access control, dynamic data queries and session security.

  • PHP
  • MySQL
  • Apache
  • JavaScript
  • HTML5
  • CSS3
View project
18

2D Wizard Battle & Desktop Simulations

Two desktop game and simulation projects built from scratch on object-oriented principles, a custom game loop and a hand-written physics engine.

  • Java
  • Swing
  • Graphics2D
  • C#
  • OOP
  • NetBeans
View project

about

Deniz Kılınç
Deniz Kılınç

I never liked staying in a single layer.

Training a model and running that model on a user's phone without lag are two entirely different jobs. So are reading data from a sensor and turning that data into a meaningful interface. I enjoy closing the distance between the two.

That's why my work has taken me from AI models to embedded systems, from mobile apps to corporate web platforms. On one project I'm writing CUDA-accelerated object detection on a Jetson board; on another I'm building an organisation's entire digital presence from scratch.

The common thread: thinking about a product as a whole rather than a single piece of it — from the database schema to the last pixel of the interface. Some projects I built alone from start to finish, others as part of a team; in both I tried to see the whole picture.

17+

completed projects

5+

different fields

20+

technologies

Education
Kahramanmaraş Sütçü İmam University · Computer Engineering
Location
Türkiye
Work style
Remote / Hybrid
Status
Open to new projects

skills

AI & Computer Vision

  • PyTorch, TensorFlow, Keras
  • Vision Transformer, ResNet, VGG
  • YOLOv8, OpenCV, MediaPipe
  • TensorFlow Lite, on-device inference
  • Scikit-learn, Pandas, NumPy

Embedded Systems & Robotics

  • ROS2, autonomous navigation
  • NVIDIA Jetson, CUDA
  • STM32, ARM Cortex-M, Arduino
  • UART, SPI, I2C, PWM, MQTT
  • C, C++

Mobile Development

  • Kotlin, Jetpack Compose
  • MVVM architecture
  • React Native, Expo, Flutter
  • Google ML Kit integration

Web & Backend

  • Next.js, React, TypeScript
  • Node.js, Express, Laravel
  • FastAPI, Flask, WebSockets
  • PostgreSQL, MySQL
  • Tailwind CSS, Three.js

contact

Got a project in mind? Let's talk.

Whether it's building a single module or an entire product from the ground up. Write down your idea and let's figure out how to make it happen.