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<title>Arif Adito — AI Researcher & Business Growth Leader</title>
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<h1>Arif Adito - @Adiuk</h1>
<p class="subtitle">AI Researcher | Founder, Adioris Tech Ltd | Head of Business @ Tapmad Bangladesh</p>
<p class="location">Dhaka, Bangladesh</p>
<p>Strategic leader with 15+ years scaling ventures across SaaS, OTT, and Fintech. Now building sovereign AI infrastructure for underserved markets — custom models, no dependencies, consumer hardware.</p>
<h2>Research & Models</h2>
<h3>Noor: Custom Sparse MoE Language Model</h3>
<p><em>No Python. No PyTorch. No Adam. Built from scratch in Rust.</em></p>
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<h4>Noor Model Family</h4>
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<strong>Noor-Edge</strong> (2.8B) — Phone, RPi, browser. PLE architecture, 64K Borno tokenizer.<br/>
<strong>Noor-Pro</strong> (12B, 3B active) — Laptop. Parallel Dense+MoE, Sigmoid+SMEBU routing, Sandwich RMSNorm.<br/>
<strong>Noor-Max</strong> (28B, 4B active) — Workstation. Full architecture with Block AttnRes.
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<ul>
<li><span class="highlight">MuonClip optimizer</span> — Muon + QK-Clip. 67% less memory than Adam.</li>
<li><span class="highlight">SMEBU routing</span> — Sigmoid routing with momentum bias balancing.</li>
<li><span class="highlight">Parallel Dense+MoE</span> — Dense FFN + expert specialization per token.</li>
<li><span class="highlight">Borno tokenizer</span> — Custom 64K BPE for English + Bangla + code.</li>
<li><span class="highlight">First bilingual English+Bangla model</span> at this scale built without PyTorch.</li>
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<a class="badge" href="https://huggingface.co/Adiuk/noor-edge-checkpoints" target="_blank">Checkpoints</a>
<a class="badge" href="https://huggingface.co/datasets/Adiuk/noor-training-data" target="_blank">Training Data</a>
<h3>Eyla: Identity-Anchored LLM Architecture</h3>
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<strong>arXiv:2604.00009</strong><br/>
"Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors — Vision, Implementation Attempt, and Lessons from AI-Assisted Development"<br/><br/>
<a class="badge" href="https://arxiv.org/abs/2604.00009" target="_blank">Read on arXiv</a>
<a class="badge" href="https://github.com/Adiuk24/eyla-aios" target="_blank">GitHub</a>
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<ul>
<li>Identity-anchored fine-tuning (Soul Pass)</li>
<li>HiPPO-initialized SSMs for biologically-inspired memory</li>
<li>Identity Consistency Score (ICS) — novel benchmark</li>
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<h2>Projects</h2>
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<h4>Eyla AIOS</h4>
<p class="specs">Local-first agentic AI OS. Noor as the core model, ADE verification pipeline (P1-P6), multi-device deployment. Targeting 130M+ users via Grameenphone and Robi Axiata partnerships.</p>
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<h4>AdiTurbo</h4>
<p class="specs">Ternary quantization (TQ3) for edge deployment. ARM NEON kernels. 4.5x compression with minimal quality loss.</p>
<a class="badge" href="https://huggingface.co/Adiuk/AdiTurbo-TQ-Models" target="_blank">Models</a>
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<h4>Adioris Tech Ltd</h4>
<p class="specs">AI solutions, digital transformation, and strategic consulting. Building sovereign AI infrastructure for Bangladesh and emerging markets.</p>
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<h2>Experience</h2>
<p><strong>Head of Business, Bangladesh</strong> — Tapmad</p>
<p class="role">Led market entry strategy (0 to 1). GTM, telecom partnerships (Grameenphone, Robi Axiata), revenue growth.</p>
<p><strong>Founder & CEO</strong> — Adioris Tech Ltd</p>
<p class="role">AI research, custom model development, strategic consulting.</p>
<p><strong>CEO & Director of Photography</strong> — Studio By Adi (London)</p>
<p class="role">Commercial photography and cinematic production.</p>
<h2>Certifications</h2>
<div class="certs">
<span class="cert">Strategic Leadership — Harvard Business School</span>
<span class="cert">Advanced Growth Strategy — Reforge</span>
<span class="cert">Digital Marketing Analytics — MIT Sloan</span>
<span class="cert">AI for Business Strategy — Wharton</span>
<span class="cert">Google Data Analytics Professional</span>
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<h2>Tech Stack</h2>
<p class="stack">Rust | Burn | Zig (NEON kernels) | GGUF | Borno 64K BPE | Metal + CUDA | RunPod | Kaggle</p>
<h2>Connect</h2>
<div class="links">
<a class="badge" href="https://arifadito.com" target="_blank">Website</a>
<a class="badge" href="https://github.com/Adiuk24" target="_blank">GitHub</a>
<a class="badge" href="https://linkedin.com/in/arif-adito-025088b4" target="_blank">LinkedIn</a>
<a class="badge" href="https://arxiv.org/abs/2604.00009" target="_blank">arXiv Paper</a>
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<p class="footer">Built in Dhaka, Bangladesh — for the world.</p>
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