folder Selected Work

Projects & Case Studies

Selected work across local-first AI, RAG systems, internal assistants, and full-stack products. The goal is not just to show repositories, but to make the engineering direction clear.

Mem-LLM

Privacy-first memory infrastructure for local LLM assistants with persistent conversation context and configurable knowledge sources.

Agents-Notebooks

This is a repository of agent notebooks that contains studies on how to use various agent libraries with different tools and methods.

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mini_siem

Mini SIEM platform for log ingestion, threat detection, alerting, and security event monitoring

kurum-asistan-chatbot

A local LLM-powered internal assistant for support requests, documents, weather, and organizational knowledge workflows.

invoice-ai-extractor

Invoice AI Extractor is an AI-powered tool that extracts structured data from invoices automatically. It combines OCR and modern language models to transform unstructured invoice documents into clean, machine-readable formats such as JSON and CSV.

quick-rag

Production-oriented RAG for JavaScript and React apps with hybrid search, caching, conversation management, and evaluation.

explainable-agent-lab

A local-first, explainable AI agent framework. Features self-healing, detailed error diagnostics, interactive tool-calling traces, and custom dataset evaluation for Ollama & LM Studio.

Advanced-Segmantasyon-Projesi

A project showcasing modern development practices and practical software delivery.

Airline-Passenger-Time-Series

A project showcasing modern development practices and practical software delivery.

Data-Preprocessing-LLM

A project showcasing modern development practices and practical software delivery.

VeriBilimi-Projeler

A project showcasing modern development practices and practical software delivery.

Machine-Learning-Codes

A project showcasing modern development practices and practical software delivery.

Movie-Search-API-Recommend

A project showcasing modern development practices and practical software delivery.

Big-Data-React-Fastapi

A project showcasing modern development practices and practical software delivery.

MCP-Turkish-Sentiment-analysis

CP-Turkish-Sentiment-analysis is a curated collection of datasets, data preprocessing tools, model implementations, and Jupyter notebooks for training, evaluating, and deploying sentiment analysis models on Turkish text

Artifical-Intelligence-Trials-Notebooks

I'll generally share what I learn and code related to artificial intelligence here.

Local-Web-Scraping-Agent

A project showcasing modern development practices and practical software delivery.

arxiv-ai

This Streamlit application pulls current machine learning articles from arXiv and displays them to the user. Users can translate the titles and abstracts of articles into Turkish, like the articles, and view GitHub links.

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Transformers-Examples

This repository encapsulates detailed experiments and learnings related to Transformers and General AI. The repository is structured so that each file serves as an individual module covering a specific concept or experiment.

MLOPS-Learn

MLOps (Machine Learning Operations) süreçlerini adım adım öğrenmek için tasarlanmış kapsamlı Türkçe eğitim materyali

ai-data-handbook

A practical, notebook-based AI and data science handbook for learners and researchers. Built with Python & Jupyter.

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My open source contributions and activity

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Have an AI product idea worth building?

I’m open to roles, collaborations, and freelance projects around LLM applications, local-first AI, RAG systems, and intelligent web products.