Hi, I'm
Tuğberk Akbulut
AI/ML engineer and computer engineering student at GTU. Three years shipping production systems: multi-agent LLM pipelines, fine-tuned language models, and ML models running live in trading and crypto analytics platforms.
"Build agents that fail loudly, not silently."
Featured Work
Thought Agent Obsidian
An AI agent that reads, links, and edits your Obsidian vault like a second brain with hands.
AI Auto Subtitle Creator
A desktop app that turns raw video into Reels-ready captions with karaoke-style word timing.
openGlad
An MCP server that talks a founder out of building things nobody wants.
GhostPrompt
An eight-layer scanner that catches hidden instructions before a PDF ever reaches an LLM.
Racfathers AI Platform
Two LangGraph agents running crypto market analysis and trading psychology in production, across five surfaces.
Qwen3.5-2B-Turkish-SFT
A Turkish-tuned small language model that gains ground on benchmarks without forgetting what it knew.
Savaşan İHA API
A reference FastAPI implementation of a national fighter-drone competition's communication protocol.
Barbaros ROV
An underwater robot with a PID controller, computer vision, and two back-to-back national finishes.
More on GitHub · 25 other repositories
- DDS-CSP 2
An interactive visualization tool that models Data Distribution Service (DDS) networks as weighted directed graphs to solve QoS-constrained routing problems using a modified Dijkstra algorithm.
TypeScript - v-art-photo-studio 1TypeScript
- Racfathers-Trade-Doc 1TypeScript
- Racfathers-Pulse-App 1
Racfathers Pulse Eth Analyse Tool
HTML - Racfathers-Messaging-XMTP 1
Racfathers-XMTP
TypeScript - Gtu_Hazirlik_Puan_Hesaplama 1
- GDG-Python-E-itimi 1
14-18 Ekim 2024 tarihleri arasında GDG on Campus GTU Python Eğitimi Ders İçerikleri
Jupyter Notebook - Robotaksi 1
Engelsiz Taksi Robotaksi Kodları
Python - Vilayet-Tahmin-Oyunu 1
Eklenen iller arasından rastgele biri seçilerek konsol üzerinden adam asmacaya benzer bir şekilde oynanan oyun.
Python - Kriptografi-denemesi 1
Sezar şifrelemeden esinlenerek geliştirdiğim şifreleme kodları.
Python - siir-defterim 1
10. sınıf edebiyat dersi için hazırladığım proje ödevi, ders notları ve kendi yazmaya çalıştığım şiirleri barındırır.
- Cizim-Programi 1
Bu proje de Windows'ta olan Panit programının python yardımıyla benzer bir örneği oluşturmaya çalışılmıştır.
Python - wc2026-ai
A self-updating AI prediction system for WC2026 using Bayesian hierarchical Poisson regression, Monte Carlo tournament simulation
Python - Kizagan-E4B-FunctionCalling-TR
Unsloth + QLoRA fine-tune notebook for Kizagan Turkish reasoning model with function calling
Jupyter Notebook - QPREP_GTU
Gebze Teknik Üniversitesinde, QTurkey iş birliğiyle düzenlediğimiz Kuantum Hesaplamaya Giriş (QPREP) atölyesinde, kuantum teknolojileri dünyasına ufuk açıcı bir adım atıyoruz.
Jupyter Notebook - Thought-Agent-WebTypeScript
- Racfathers-Echo-Baseapp
Bitcoin Prediction Game - Human vs AI
TypeScript - MicroCode-CheckerTypeScript
- AFLRadyoHTML
- GyrfalconTypeScript
- surf
My surf configs
C - tuguberk.com
My personal website
HTML - dwm
My dwm configuration.
C - ArrowPrinter
Simple Arrow Printer
Python - Mayin-Tarlasi
Mayın Tarlası Oyunu
Python
Experience
Scholar / Researcher · TÜBİTAK 3501 Project · GTU Mathematics
Jul 2026 – PresentKocaeli, Turkey
- Researching smooth cubic surfaces and computational algebraic geometry, advised by Assoc. Prof. Fatma Karaoğlu Ceyhan, Department of Mathematics, GTU
- Working with the Orbiter software system over finite fields (𝔽₉) on projective spaces, quartic/cubic geometry, and Hamming graphs
Researcher · Zonno Usta · GTU Computer Engineering
Jul 2026 – PresentKocaeli, Turkey
- Researching Zonno Usta, a Turkish automotive diagnostic AI agent, advised by Assoc. Prof. Mehmet Göktürk, Department of Computer Engineering, GTU
- Building a ReAct-loop LangGraph architecture with hybrid BM25 + dense retrieval for diagnostic knowledge search
AI / Computer Vision Intern · Codexist Bilişim Teknolojisi
Jun 2026 – Aug 2026Turkey
- Working on VADIS, a TÜBİTAK 1505-funded multi-camera edge AI video analytics platform
- Built real-time object detection and tracking with YOLOv11 + TensorRT and ByteTrack
- Implemented semantic video search for anomaly and risk detection using CLIP/SigLIP-2 embeddings with pgvector
Software Developer · Racfathers
Mar 2025 – Dec 2025Istanbul, Turkey (Remote)
- Led architecture and delivery of a multi-agent AI platform for crypto market analysis and trading psychology, deployed across Telegram, WhatsApp, Farcaster, Discord, and a REST API
- Owned the full ML lifecycle for Bitcoin price forecasting (LSTM) and rugpull detection (XGBoost), covering feature engineering, training, evaluation, and Dockerized deployment
- Drove Base and Ethereum integrations with millisecond-level Uniswap V2 liquidity monitoring via Alchemy WebSocket streaming for real-time risk signals
Python Instructor · GDG on Campus GTU & QPREP / QTurkey
Oct 2024 – PresentKocaeli, Turkey
- Designed and delivered a 5-day Python bootcamp at GDG on Campus GTU for 150+ participants as lead instructor across 2 academic years, covering data structures, OOP, and projects
- Taught the opening Python session of the QPREP Quantum Computing Workshop with QTurkey at GTU, preparing students for Linear Algebra and Quantum Computing modules by Dr. Tülay Ayyıldız and Dr. Özlem Salehi Köken
- Authored open-source notebooks on Python, NumPy, Matplotlib, and Qiskit, and published a recorded lecture on YouTube
Software Engineering Intern · NOWAITECH GmbH
Jul 2024 – Sep 2024Berlin, Germany (On-site)
- Developed a web-based network operations center management system in production at noc.nowaitech.com, covering real-time status tracking and operations workflow
- Built an automated PDF processing pipeline integrating OCR and LLM-based data extraction for telecommunications documentation workflows
Software Developer · Fezari Tech
Sep 2023 – Sep 2024Trabzon, Turkey (Remote)
- Developed a PySide6/Qt6 ground control station with custom widgets, real-time camera streaming, interactive map visualization, and joystick control over FastDDS middleware
Software Developer · Alka Digital Media Agency
Feb 2023 – Aug 2024Trabzon, Turkey (Remote)
- Built a multi-tenant QR menu platform with Next.js and MongoDB, featuring a dynamic module system, domain-based routing, and NextAuth authentication for multiple hospitality partners
Full-Stack Developer · Moren News Agency
Apr 2021 – Sep 2024Trabzon, Turkey (Hybrid)
- Built and maintained a Django-powered news portal with class-based views, auto-generated sitemaps, and a moderated content optimization pipeline
Education
Gebze Technical University
B.Sc. Computer Engineering
GPA 3.64 / 4.00 · Expected 2028
Trabzon Akçaabat Science High School
2019–2023High School Diploma, Science Track
Deneyap Trabzon Technology Workshop
2019–2022Embedded systems, IoT, and robotics projects
Trabzon Naci Orhan Computer Science & Design Skills Center
2018–2021Technical training in software and robotics: WRO, FLL, and TEKNOFEST competitions
Awards & Certifications
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TÜBİTAK 52nd High School Research Projects Competition · Software
3rd Place, Turkey National · 1st Place, Erzurum Region · 2022
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TEKNOFEST Unmanned Underwater Systems · Temel Category
4th Place, Turkey · TEKNOFEST Gaziantep 2020 & TEKNOFEST Istanbul 2021 · 2020–2021
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PCAP: Programming Essentials in Python
Cisco Networking Academy / OpenEDG Python Institute
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FIRST LEGO League · INTO ORBIT Season 15
Istanbul Regional Tournament participant · 2019
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81 Cities 81 Cyber Hero Project
Ministry of National Education / SiberKamp · cybersecurity training program