HİLAL NUR GEDİKLİ

I’m a 3rd-year Computer Engineering student at Yıldız Technical University with a passion for building scalable systems and intelligent applications. My goal is to continuously improve myself and tackle problems from distinct perspectives.

Actively exploring new technologies, I focus on turning knowledge into real, working systems—especially within backend development, distributed systems, and AI.

Beyond tech, I’m a licensed ice hockey player. The discipline, teamwork, and resilience I've learned on the ice directly shape my engineering mindset.

EXPERIENCE

Intern – Turkcell

(Jan – Feb 2026)

Architecture Evolution (Sync to Async): Designed and developed an internal Spring Boot service from scratch based on provided API specifications, enabling REST-based communication with the BiP TES infrastructure; migrated the system to an asynchronous architecture to eliminate bottlenecks under high message load.
Concurrency & Architectural Patterns: Built an asynchronous processing flow using Java thread pools (ExecutorService); applied producer–consumer patterns inspired by Kafka to simulate queue-based handling and maximize throughput. Gained conceptual knowledge of Redis, focusing on its role in system decoupling and caching within high-throughput systems.
Scalable Data & Persistence: Designed data persistence using PostgreSQL and optimized large-scale message storage through table partitioning to support high-volume traffic and efficient querying.
System Integration & Robustness: Implemented polymorphic DTO structures to support multiple payload types (e.g., multimedia, location) while maintaining strict API contract compliance across the BiP messaging ecosystem.

Intern – National Software Certification Center

(Sep – Nov 2025)

Machine Learning & Feature Engineering: Developed Random Forest and MLP regression models to predict NaCl and MgSO₄ concentrations in ppm. Performed feature engineering on multidimensional impedance data, including data cleaning, statistical feature extraction, and model evaluation.
Backend Development: Built data processing and model prediction modules using object-oriented programming principles in Python. Updated the database schema for new modules and created independent API layers for data processing, model training, and inference to ensure modularity.
Docker & Service Integration: Configured all project services within a Docker Compose environment. Observed inter-service dependencies, network configurations, and shared data volumes.

Trainee – Google Artificial Intelligence and Technology Academy

(Dec 2024 – Feb 2025)

AI-Powered Web Applications: Developed modern web applications by integrating LLM-based solutions with high performance backends built on FastAPI, Pydantic, and Alembic.
Project Management: Studying Agile and Waterfall methodologies comparatively and analyzing the project management lifecycle. Analyzing the impact of organizational structure and culture on project management.

PROJECTS

LLM-Based E-Commerce Trust Analyzer & Chrome Extension

Developed an end-to-end system that automatically evaluates the reliability of e-commerce websites using LLM-powered data analysis.

Key Features

Collected data via web scraping from Şikayetvar, Twitter, and ETBİS
Performed sentiment and content analysis using NLP and LLM (Gemini API)
Generated dynamic trust scores for e-commerce platforms
Delivered results to end-users via a Chrome Extension in real-time

Technologies

FastAPI, Python, Web Scraping, Gemini API, NLP, REST API, Chrome Extension

Multi-User Cite Management System (Django)

Contributed as a core team member in the development of a modular and scalable CMS supporting multiple user roles.

Key Features & Achievements

Role-Based Access Control (RBAC) with 3 user types
Scalable backend architecture
Designed backend system structure
Applied object-oriented architecture principles
Gained hands-on experience in collaborative development

Technologies

Django, Python, MVC Architecture

Airline Reservation & Management System

Built a comprehensive system simulating real-world airline operations and reservation workflows.

Key Features

Concurrent reservation handling using multithreading
Implementation of core OOP principles (Encapsulation, Inheritance, Polymorphism, Abstraction)
System validation through unit testing

Technologies

Java, OOP, Multithreading, Unit Testing

ML-Based Liquid Quality Prediction System

Developed machine learning models to predict quality parameters of different liquid solutions.

Key Features

Trained and compared Random Forest and MLP regression models
Predicted ppm values for NaCl and MgSO₄ solutions
Performed data preprocessing, model training, and performance evaluation

Technologies

Python, Scikit-learn, TensorFlow, Pandas, NumPy

High-Throughput Messaging Service (Turkcell)

Designed and developed a scalable backend service to handle high-volume messaging workflows within a telecom infrastructure.

Key Features & Scalability

Built an async Spring Boot service integrating REST with BiP infrastructure
Implemented ExecutorService and Kafka-inspired patterns for high throughput
Optimized data storage using PostgreSQL table partitioning
Designed polymorphic DTO structures for versatile payload handling

Technologies

Java, Spring Boot, REST API, Multithreading, PostgreSQL

HİLAL NUR GEDİKLİ

EXPERIENCE

Intern – Turkcell

Intern – National Software Certification Center

Trainee – Google Artificial Intelligence and Technology Academy

PROJECTS

LLM-Based E-Commerce Trust Analyzer & Chrome Extension

Key Features

Technologies

Multi-User Cite Management System (Django)

Key Features & Achievements

Technologies

Airline Reservation & Management System

Key Features

Technologies

ML-Based Liquid Quality Prediction System

Key Features

Technologies

High-Throughput Messaging Service (Turkcell)

Key Features & Scalability

Technologies

BTK 2025 AI Hackathon

Web Applications Development Training – Completion Certificate

Project Initiation: Starting a Successful Project

Foundations of Project Management

TÜBİTAK 4006 Science Fair Program – Participation Certificate

HOBBIES

Ice Hockey

Visual Arts

Fishing

Skiing

CONTACT

WORK WORK WORK WORK

WORK WORK WORK WORK

WORK WORK WORK WORK