"I build AI systems that are not just intelligent - but interpretable, reliable, and grounded in scientific rigor."
I'm an AI Researcher and Software Engineering undergraduate at Ankara University, currently serving as a Research Assistant at the ANLAM-NET Research Lab. My work spans both fundamental and applied deep learning - from the theoretical foundations (optimization dynamics, weight initialization, attention mechanics, uncertainty quantification) to real-world systems in large language models, computer vision, and trustworthy AI.
📄 For business inquiries, consulting, research collaborations, or recruitment purposes, you may request my CV for a detailed overview of my publications, research experience, and academic activities.
class Researcher:
def __init__(self):
self.name = "Berkay Bayramoğlu"
self.role = "AI Researcher · Research Assistant @ ANLAM-NET Lab"
self.affiliation = "Ankara University · Software Engineering (B.Sc., 2024–2028)"
self.focus = ["Large Language Models", "Computer Vision",
"Trustworthy & Explainable AI", "Graph Neural Networks",
"Deep Learning Theory & Foundations"]
self.principles = ["Scientific Rigor", "Reproducibility",
"Interpretability", "Open Science", "Discipline"]
def mission(self):
return ("Advance the frontier of AI - building LLMs that reason faithfully, "
"Computer Vision systems that perceive reliably, and Deep Learning "
"models that are interpretable by design.")- 🔬 Currently exploring LLM reasoning, uncertainty quantification, and trustworthy visual perception
- 📚 Active across fundamental and applied deep learning research
- 🤝 Open to research collaborations, PhD discussions, and open-source contributions
- 📄 Detailed CV available on request - for business inquiries, consulting, or recruitment
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🧪 Languages 
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🤖 AI / Deep Learning 
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📊 Scientific Computing 
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🧰 DevOps & Tools 
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⚛️ Quantum Computing 
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| 🥉 | Teknofest 2025 - 5G Positioning | 3rd Place · 343 teams · GNN+GRU+Attention hybrid · Turkcell datasets |
| 🏅 | Teknofest 2025 - Turkish NLP | Top 20 Finalist · 353 teams · Multi-step Reasoning · CoT · RAG · Function Calling |
| 🥇 | YAZGİG'26 AI & Image Processing | 1st Place Winner · *Graphow* project |
| 🎖 | UAB R&D Idea Competition | Selected for official support under UAB Innovation Program |
I'm always open to research discussions, academic collaborations, and open-source contributions -
especially around LLM reasoning, Trustworthy AI, Computer Vision, and Graph Neural Networks.
⭐ "Science is a way of thinking much more than it is a body of knowledge." - Carl Sagan
Crafted with curiosity by @Berkaybbayramoglu