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CPM @Aiyaar

Md Sabbirul Islam Khan

THE SABBiR

Backend Engineering

Management student building toward Backend & DevOps Engineering, while exploring AI, systems, networking and creative technology.

⚡ Local AI & Ollama🐳 Docker & Containers🎓 BBA Management
Current roleFeatured · SaaS for Bangladeshi businesses

Chief Product Manager at Aiyaar

One app to sell at the counter, sell online, keep your stock and khata, manage your team and see what you made.

feature areas
18
kinds of business
22
sign-up to first sale
~20 min
trial, no card needed
Free
01 /Identity

Where Business Economics Meets Systems Engineering.

Management student at Rajshahi College, building backend and DevOps skills through hands-on projects, local AI experiments and documented learning.

Currently

Chief Product Manager (CPM) at Aiyaar

All-in-one POS, online store, inventory & digital khata SaaS for Bangladeshi businesses.

Academic

BBA in Management

Department of Management, Rajshahi College

Base

Rajshahi, Bangladesh

Roots: Bagmara, Rājshāhi, Bangladesh

BST · UTC+6

Discipline

Backend · AI

FastAPI, Postgres, Docker

Honors

Google Local Guide

Google HQ gift recipient

02 /Selected Work

Builds, experiments & case studies

A flagship learning workspace, systems labs and hardware builds — each with a write-up of what was built, what broke and what changed.

FLAGSHIP PROJECT

Omnidesk BDActive Development

Local-First Learning & Engineering Workspace

GitHub SourceCase Study

Omnidesk BD ingests PDFs, Markdown, text and YouTube transcripts, turns them into a source-linked topic graph, and only marks a topic done once it has been explained, implemented and debugged. A FastAPI + PostgreSQL backend sits behind a React client, with an AI cascade (Gemini free tier → local Ollama → offline heuristic) so the workspace never depends on a paid key or a connection.

Omnidesk BD // Spatial Glass Dashboard
OPEN SOURCE · MIT
Spatial Glass Dashboard

Clean desktop workspace with distraction-free modules and focus timer telemetry.

FastAPIPostgreSQLSQLAlchemyRedisOllamaReactTauriDocker

More builds

  • Backend2026

    WA Reminder Companion

    A lightweight, headless automation daemon that sends scheduled due payment reminders and invoice receipts to retail pharmacy clients with zero paid API overhead.

    PythonPlaywrightFastAPI
  • AI2026

    StudyOS (Local AI Prototype)

    An experimental, fully local AI orchestration layer designed to manage personal tasks, learning workflows, and system automation without cloud dependencies.

    OllamaPythonFastAPI
  • Systems2025

    Linux Virtual Display Driver Lab

    Configuring headless GPU rendering pipelines, custom resolutions, and low-latency virtual display buffers on Linux.

    LinuxX11 / WaylandGNU Bash
03 /Journey

The Engineering Evolution

A continuous journey from business strategy to systems architecture.

  1. 01 · Foundation · 2021 – exp. 2026MANAGEMENT
  2. 02 · Hands-on · 2021 – 2022IT SUPPORT
  3. 03 · Hands-on · 2025NETWORKING
  4. 04 · Daily driverLINUX
  5. 05 · Hands-on · 2023 – 2024PYTHON
  6. 06 · ExperimentingLOCAL AI
  7. 07 · Active focus · 2026 – nowBACKEND
  8. 08 · Active sprintDEVOPS
04R&D · Prototyping Space

Engineering Lab

An expandable workspace for ongoing bench tests, hardware circuits, offline AI models, and infrastructure prototypes built along the way.

AI LabActive2026

Offline LLM VRAM Offloading Benchmarks

Measuring token generation speeds and memory fragmentation across quantized 7B/8B GGUF models on dedicated GPU hardware using Ollama.

OllamaCUDAGGUF
Hardware LabPrototyped2025 - 2026

Custom Uninterruptible Power Supply (UPS) Rig

Engineered a custom high-capacity backup DC supply system with automated relay cutover to keep network nodes and compute rigs online during brownouts.

Battery ManagementRelay SwitchingSolar DC Inverter
Systems LabActive2026

Idempotent Ubuntu Workstation Bootstrapper

A modular GNU Bash provisioning suite that configures a fresh Ubuntu installation with dotfiles, developer toolchains, Docker, and kernel sysctl parameters in under 4 minutes.

GNU BashUbuntuSysctl
05 /Writing

Latest thinking

Recent notes, engineering journals, and experiments from the lab.

06 /Discover

Read, watch, build & play

Articles, vlogs, sourced tech pulse, browser SaaS tools, simulations, and top 5 playable engineering games.

07 /Beyond the code

Skills, mission & community

The rest of the story lives on its own pages — pick a chapter.

08Contact

Let's build something together.

Open to building, learning and collaborating — on projects, roles and community work. Messages open as a draft in your own email app.