Bayram Eker

Bayram Eker

AI systems engineer focused on agentic workflows, edge AI, and autonomous intelligence platforms.

Istanbul, Turkey

Medium
Open to selective collaborations in AI product strategy, agentic automation, and edge deployment.

Recent Writing

Latest posts are pulled from Medium rather than being stored as stale placeholder cards.

OrbIDE — Where Context is Built

https://medium.com/media/1da653c003a006c807d2663cd609e1b8/hrefYour AI agent has amnesia. Here’s the fix.Every morning, same ritual. Open your AI coding tool. Spend five minutes explaining...

  • ai
  • Apr 12, 2026
Why We Open-Sourced TaskNebula

At Neura Parse, we believe good tools should be simple, practical, and open.That idea is what led us to build TaskNebula — an open-source, self-hosted project management platform designed...

  • project-management
  • Mar 29, 2026
Meet TaskNebula: The Open Source Jira Alternative

Let’s be honest. As developers and product managers, we are constantly forced to compromise.We choose Jira for its granular permissions and enterprise depth, but we hate the bloated inter...

  • ai
  • Dec 11, 2025
QMANN — Origin & Ownership Statement

QMANN — Origin & Ownership StatementTitle: Quantum Memory-Augmented Neural Networks (QMANN)Primary Author & Project Lead: Bayram EkerAffiliation: Founder & AI Architect, Neura...

  • quantum-computing
  • Aug 12, 2025
LLM ≠ Generative AI ≠ AI Agents ≠ Agentic AI: Why We Must Stop Grouping Them Together

In today’s rapidly evolving AI ecosystem, terms like Large Language Models (LLMs), Generative AI, AI Agents, and Agentic AI are often used interchangeably. This conflation leads to confus...

  • generative-ai-tools
  • Aug 12, 2025
QMANN: Quantum Memory‑Augmented Neural Networks

Comprehensive Technical Analysis & Future RoadmapVersion 2.0 — July 2025AbstractQuantum Memory‑Augmented Neural Networks (QMANN) couple parameterized quantum circuits and learnable qu...

  • ai
  • Jul 27, 2025
Quantum Memory-Augmented Neural Networks — QMANN

Quantum Memory-Augmented Neural Networks — QMANNHow QMANN is revolutionizing machine learning with quantum computing breakthroughsImagine a neural network that can store and access expone...

  • quantum-computing
  • Jul 8, 2025
Omni-Agent Hub: Scaling Generative-AI Workflows Beyond the Prototype

1 From Weekend Demo to Enterprise RealityFriday night you hack together a 30-line script that calls an LLM.It produces a dazzling demo and collects instant applause.Monday morning real li...

  • agentic-ai
  • Jul 6, 2025
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