- 🎓 Student at Fırat University, building at ILYNT Labs
- 🇹🇷 Most of my open-source work is about Turkish-language AI data: tool-calling datasets, dataset catalogues and the quality checks behind them
- ⚙️ Day to day: Python & FastAPI backends, C# / .NET, TypeScript & Next.js products
- 🏁 I like hackathons — shipping a working demo in a weekend on Stellar, Monad and AI stacks
- 🤝 Open to collaborations on Turkish NLP, datasets and developer tools
| Project | What it does | |
|---|---|---|
| magibu-toolcall | Quality-gated infrastructure to design, generate, verify and human-review Turkish tool-calling training data. Tool contracts, execution results and provenance in one traceable flow. 27 PRs from 9 contributors. |  |
| awesome-turkish-datasets | A verified catalogue of 298 Turkish datasets across language, speech, vision and multimodal AI. Every entry is checked against the data itself — licence, size and access included. Browse → |  |
| toolcall-tr | Execution-verified tool-calling data for Türkiye-specific APIs with cassette-based reproducibility. v0.1: 200 verified examples, 35 tools, 15 providers. |  |
| toolcall-tr-pipeline | Audit-first pipeline that converts English tool-calling and chat data into high-quality Turkish training data. |  |
Research & experiments
- math-toolcall-tr — 1,207-example Turkish math tool-calling set + Gemma LoRA fine-tune
- huggingface-dataset-analizi — quality and capability analysis of 45 Turkish Hugging Face datasets (87,831 rows)
- foods_bpe_tokenizer — BPE tokenizer from scratch + a miniature transformer that invents Turkish dish names
| Dataset | |
|---|---|
| turkish-tool-calling | Turkish tool-calling training data |
| turkish-tool-calling-quality-gated-preview | Preview output of the quality-gated pipeline |
| toolcall-tr-pilot | Pilot release of ToolCall-TR |
| math-toolcall-tr · benchmark | Turkish math tool-calling set and its benchmark |
| Project | Stack | Live |
|---|---|---|
| firat-hackathon-community — hackathon directory: discover, verify, review and publish events | Next.js · FastAPI · Supabase | Open ↗ |
| listur — Türkiye's tech event platform for hackathons, meetups and conferences | Next.js · Supabase | Open ↗ |
| udf-dilekce — bulk documents from Word / UYAP templates + an Excel list, entirely in the browser | TypeScript | Open ↗ |
| kalkan — scam detection for second-hand marketplace chats: links, IBANs and 18 fraud patterns | Python · Gemini | — |
| ProjectTracker — project planning and tracking with AI-assisted risk analysis | C# · .NET 8 · EF Core · DevExpress | — |
| Project | Event / network | Live |
|---|---|---|
| showup — attendance commitment bonds | Rise In × Stellar Pro Hackathon Türkiye 2026 · Stellar Testnet | Open ↗ |
| ChargeMesh — reservable EV charging capacity | Monad Testnet + OCPP simulator | Open ↗ |
| afet-koordinasyon-agi — disaster coordination network (team project) | Python · Mobile | Open ↗ |
📦 Earlier & learning projects (archived)
Course work and early experiments, kept public as a record of how I learned. They are archived and not maintained.
FlappyBird · SentimentAnalysis · SimpleTranslate · DemoChatSocketApp · AIChatBotDemo · AntivirusAppDemo · PayShare-dApp · Sui21Challenge · ProjectDemoHub · ClassMetotDemo
Reach me at bilalabic.com or on LinkedIn.