Arif Adito - @Adiuk

AI Researcher | Founder, Adioris Tech Ltd | Head of Business @ Tapmad Bangladesh

Dhaka, Bangladesh

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.

Research & Models

Noor: Custom Sparse MoE Language Model

No Python. No PyTorch. No Adam. Built from scratch in Rust.

Noor Model Family

Noor-Edge (2.8B) — Phone, RPi, browser. PLE architecture, 64K Borno tokenizer.
Noor-Pro (12B, 3B active) — Laptop. Parallel Dense+MoE, Sigmoid+SMEBU routing, Sandwich RMSNorm.
Noor-Max (28B, 4B active) — Workstation. Full architecture with Block AttnRes.

MuonClip optimizer — Muon + QK-Clip. 67% less memory than Adam.
SMEBU routing — Sigmoid routing with momentum bias balancing.
Parallel Dense+MoE — Dense FFN + expert specialization per token.
Borno tokenizer — Custom 64K BPE for English + Bangla + code.
First bilingual English+Bangla model at this scale built without PyTorch.

Checkpoints Training Data

Eyla: Identity-Anchored LLM Architecture

arXiv:2604.00009
"Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors — Vision, Implementation Attempt, and Lessons from AI-Assisted Development"

Read on arXiv GitHub

Identity-anchored fine-tuning (Soul Pass)
HiPPO-initialized SSMs for biologically-inspired memory
Identity Consistency Score (ICS) — novel benchmark

Projects

Eyla AIOS

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.

AdiTurbo

Ternary quantization (TQ3) for edge deployment. ARM NEON kernels. 4.5x compression with minimal quality loss.

Models

Adioris Tech Ltd

AI solutions, digital transformation, and strategic consulting. Building sovereign AI infrastructure for Bangladesh and emerging markets.

Experience

Head of Business, Bangladesh — Tapmad

Led market entry strategy (0 to 1). GTM, telecom partnerships (Grameenphone, Robi Axiata), revenue growth.

Founder & CEO — Adioris Tech Ltd

AI research, custom model development, strategic consulting.

CEO & Director of Photography — Studio By Adi (London)

Commercial photography and cinematic production.

Certifications

Strategic Leadership — Harvard Business School Advanced Growth Strategy — Reforge Digital Marketing Analytics — MIT Sloan AI for Business Strategy — Wharton Google Data Analytics Professional

Tech Stack

Connect

Website GitHub LinkedIn arXiv Paper