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- title: Arif Ahmed Adito
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+ <!DOCTYPE html>
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+ <html lang="en">
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+ <head>
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+ <meta charset="UTF-8" />
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
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+ <title>Arif Ahmed Adito β€” AI Researcher</title>
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+ </style>
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+ </head>
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+ <body>
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+
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+ <h1>πŸ‘‹ Arif Ahmed Adito Β· @Adiuk</h1>
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+ <p class="subtitle">Independent AI Researcher Β· Founder, Adioris Tech Β· Head of Business @ Tapmad</p>
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+ <p class="location">πŸ“ Dhaka, Bangladesh πŸ‡§πŸ‡©</p>
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+
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+ <h2>🧠 Research</h2>
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+ <h3>Eyla: Identity-Anchored LLM Architecture</h3>
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+ <p><em>What if your AI actually knew who it was β€” and couldn't be manipulated into forgetting?</em></p>
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+
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+ <div class="paper-box">
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+ <strong>πŸ“„ arXiv:2604.00009</strong><br/>
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+ "Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors β€” Vision, Implementation Attempt, and Lessons from AI-Assisted Development"<br/><br/>
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+ <a class="badge" href="https://arxiv.org/abs/2604.00009" target="_blank">Read on arXiv</a>
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+ <a class="badge" href="https://github.com/Adiuk24/eyla-aios" target="_blank">GitHub Repo</a>
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+ </div>
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+
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+ <p>Core contributions:</p>
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+ <ul>
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+ <li>🧬 Identity-anchored fine-tuning (Soul Pass)</li>
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+ <li>🧠 HiPPO-initialized SSMs for biologically-inspired memory</li>
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+ <li>πŸ“Š Identity Consistency Score (ICS) β€” novel benchmark</li>
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+ <li>πŸ“‹ Five failure modes of AI-assisted development</li>
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+ </ul>
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+
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+ <h2>πŸš€ Active Projects</h2>
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+ <h3>πŸ€– Eyla AIOS</h3>
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+ <p>Local-first agentic AI OS for Bangladeshi students β€” Qwen3-8B, Ollama, Tauri v2, SQLite memory, no cloud, no subscription. Sovereign AI for underserved markets.</p>
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+
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+ <h3>πŸ‡§πŸ‡© Bengali LLM (Planned)</h3>
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+ <p>Bangladeshi-dialect-first Bengali language model β€” distinct from Indian Bengali-skewed models. ~10K hours / 100GB of Bengali voice data ready.</p>
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+
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+ <h2>πŸ›  Stack</h2>
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+ <p class="stack">Qwen3-8B Β· Ollama Β· Mamba-2 SSM Β· LanceDB Β· Unsloth Β· YaRN Β· SQLite Β· Tauri v2</p>
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+
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+ <h2>πŸ“« Connect</h2>
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+ <div class="links">
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+ <a class="badge" href="https://arifadito.com" target="_blank">🌐 Website</a>
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+ <a class="badge" href="https://github.com/Adiuk24" target="_blank">πŸ™ GitHub</a>
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+ <a class="badge" href="https://linkedin.com/in/arifadito" target="_blank">πŸ’Ό LinkedIn</a>
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+ <a class="badge" href="https://arxiv.org/abs/2604.00009" target="_blank">πŸ“„ arXiv Paper</a>
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+ </div>
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+
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+ <p class="footer">Built in Dhaka, Bangladesh πŸ‡§πŸ‡© β€” for the world.</p>
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+
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+ </body>
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+ </html>