PROJECTS

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NoterLLM

Legal information retrieval system for Turkish Notary Law using RAG pipeline with LangChain and Qwen2.5-7B-Instruct. Built FAISS vector store from notarial law dataset with 125+ circulars for contextually aware legal document queries.

Python LangChain FAISS Qwen RAG
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Turkish Automobile Dataset

Data pipeline scraping Turkish automobile websites. Built PyTorch hierarchical classifier for brand/model/trim identification from images, plus XGBoost price predictor based on vehicle specifications.

Python Selenium PyTorch XGBoost Computer Vision
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KOU Transfer System

Student transfer management system for Kocaeli University serving 800+ students annually. Automated workflows eliminated 400+ hours of manual work per cycle, streamlining transfer evaluation and admissions efficiency.

Express React MongoDB Full-Stack
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SFVerify

Discord bot syncing on-chain addresses with accounts for token/NFT verification. Automated role management based on blockchain holdings for Web3 community engagement.

Python discord.py web3.py Blockchain
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Flare Network FTSO

Python-based Flare Time Series Oracle (FTSO) for decentralized price feeds. Uses CCXT for multi-exchange data collection and web3.py for on-chain oracle submissions.

Python ccxt web3.py Oracle DeFi
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GreenRadar

Data analysis using NASA datasets to identify optimal afforestation locations. Built live mapping visualization for environmental planning and sustainability.

Python NASA Datasets Data Analysis Geospatial
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Canary Pet

Smart contracts for Tamagotchi-style blockchain game with NFT pets and accessories. Play-to-earn ecosystem where pet care mechanics generate CGLD token rewards.

Solidity Smart Contracts NFTs GameFi CGLD
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AgroTech

AI-powered crop disease detection system (85% accuracy) using TensorFlow on Raspberry Pi for edge AI. Won 'Best Presentation Award' out of 64 teams at TEKNOFEST 2023 "Technology for Humanity" competition.

Python OpenCV TensorFlow Raspberry Pi Firebase Edge AI