Projects
LLM
Aug 2026
LLM Hardware & Cost Architect
Open-source VRAM, throughput and cost calculator for LLM inference and fine-tuning.
LLM · Fine-Tuning
Aug 2026
Düzce Internship Assistant (Gemma 4 2B, LoRA)
A LoRA fine-tuned Gemma 4 2B model answering Düzce University internship FAQ.
Agents
Mar 2026
SelectheBestTool — Agent Architecture for Tool Selection
An agent architecture that selects the best tool for a user query via filtering and semantic scoring.
Traditional ML
Feb 2026
Missense Variant Classification
ML pipeline classifying missense SNVs as pathogenic or benign for TEKNOFEST 2026.
RAG
Dec 2025
YouTube Video Q&A Assistant (LangChain RAG)
RAG assistant that summarizes YouTube videos and answers questions about their content.
Agents
Mar 2026
Market Research Agent
An agent that researches a market topic on the web and produces a structured PDF report.
Agents
Nov 2025
LangGraph Agent Projects
A collection of agentic AI workflows built with LangGraph while learning.
RAG
Apr 2026
Health Assistant (FHIR)
A healthcare assistant that ingests FHIR data into a knowledge graph with embeddings.
Other
Apr 2026
Course Note Sharing System
ASP.NET Core MVC app for sharing course notes with role-based admin management.
Other
Apr 2026
Hospital Management System
A Java Spring Boot hospital management system with role-based dashboards.
Other
Nov 2025
Books and Users API
FastAPI book and user management API with CRUD over SQLite.
Other
Mar 2026
ASP.NET Core MVC — CE308 Lecture Notes
Step-by-step ASP.NET Core MVC lecture notes and code from Düzce University CE308.
Other
Jun 2025
Advanced Python
A 9-week advanced Python journey from decorators to FastAPI and JWT auth.
Other
Sep 2026
Pomodoro Timer Türkiye
A dark-themed Pomodoro timer for YKS students with exam modes and statistics.
Other
Mar 2026
CodeXEnergy Hackathon Starter Kit
A hackathon starter kit with energy datasets, EDA notebooks, API and dashboard templates.
Other
Jul 2025
TEKNOFEST 2025 — Stroke Detection
A TEKNOFEST 2025 project for DICOM-based stroke detection and sequence analysis.
Other
Oct 2024
Bedtime Story Teller
A Flask web app that generates personalized bedtime stories with Google Gemini.
Traditional ML
Feb 2025
Diabetes Prediction
Exploratory notebook predicting diabetes from a clinical dataset.
Traditional ML
Jan 2024
CNN Image Classification — Cats vs. Dogs
A convolutional neural network classifying cats and dogs.
Traditional ML
Jul 2024
Customer Churn Prediction (ANN)
An artificial neural network predicting telco customer churn.
Traditional ML
Jul 2024
Stroke Prediction (ANN)
An artificial neural network predicting stroke risk from health data.
Traditional ML
Jan 2024
CNN Image Classification — CIFAR-10
A convolutional neural network trained on the CIFAR-10 dataset.
Traditional ML
Nov 2024
Global AI Hub — Crop Yield Data Analysis
EDA and data preprocessing of an agriculture crop-yield dataset.
Traditional ML
Jan 2025
Rule-Based Customer Segmentation — Gezinomi
Rule-based customer segmentation and potential revenue estimation.
Traditional ML
Jan 2025
Rule-Based Customer Segmentation — Game Company
Rule-based customer segmentation for a game company without ML models.
Traditional ML
Jan 2025
Diagno Data Science Assignments
Data science and AI training assignments from the Düzce University health-AI community.
Other
Jan 2024
Python Basic Projects
A set of small beginner Python projects.
Other
Jul 2025
Python Calculator
A simple Python calculator.