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    <title>DEV Community: Mohammad Sijan</title>
    <description>The latest articles on DEV Community by Mohammad Sijan (@mohammadsijan).</description>
    <link>https://dev.to/mohammadsijan</link>
    <image>
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      <title>DEV Community: Mohammad Sijan</title>
      <link>https://dev.to/mohammadsijan</link>
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    <language>en</language>
    <item>
      <title>I Was Building a Social App. Then I Accidentally Built an AI Startup.</title>
      <dc:creator>Mohammad Sijan</dc:creator>
      <pubDate>Fri, 10 Jul 2026 18:48:11 +0000</pubDate>
      <link>https://dev.to/mohammadsijan/i-was-building-a-social-app-then-i-accidentally-built-an-ai-startup-4clj</link>
      <guid>https://dev.to/mohammadsijan/i-was-building-a-social-app-then-i-accidentally-built-an-ai-startup-4clj</guid>
      <description>&lt;p&gt;A year and a half ago, I wasn't trying to build an AI company.&lt;/p&gt;

&lt;p&gt;I was building a small social platform called &lt;strong&gt;spritex-social&lt;/strong&gt; — nothing fancy, just a side project a handful of friends were testing with me. No grand plan, no investors, no roadmap beyond "let's see if people like this."&lt;/p&gt;

&lt;p&gt;At some point, users started asking the same basic questions over and over: how do I change my profile, where's this setting, how does that feature work. Instead of writing endless documentation, I thought — why not just let AI answer this?&lt;/p&gt;

&lt;p&gt;So I wired up Google's Gemini API through Google AI Studio, built a small Retrieval-Augmented Generation (RAG) system, and gave it context about the platform. It was supposed to be a support chatbot. Nothing more.&lt;/p&gt;

&lt;p&gt;That's not how it went.&lt;/p&gt;

&lt;p&gt;I found myself spending more time improving the chatbot than improving the actual social app. Every small upgrade made me ask another question: could it remember conversations? Could it use tools? Could it search the web? Could it &lt;em&gt;do&lt;/em&gt; things instead of just answering questions?&lt;/p&gt;

&lt;p&gt;The more I asked, the less interested I became in the social platform I was supposed to be building.&lt;/p&gt;

&lt;p&gt;Eventually I had to admit it to myself: I wasn't building spritex-social anymore. I was building something else entirely.&lt;/p&gt;

&lt;p&gt;So I stopped. Not because the project failed — because my attention had already moved somewhere else, and I finally stopped pretending otherwise.&lt;/p&gt;

&lt;p&gt;That "somewhere else" became &lt;strong&gt;RexiO&lt;/strong&gt; — a Bangla-first AI platform I've been building solo ever since: my own orchestration layer, an intent classifier, 30+ tools, model routing across providers, and eventually our own fine-tuned models trained from scratch on borrowed Colab GPUs.&lt;/p&gt;

&lt;p&gt;RexiO went public on July 10, 2026.&lt;/p&gt;

&lt;p&gt;This chatbot pivot is just one chapter of a much longer story — one that actually starts on a Nokia button phone, ২ টাকা data packs, and a ৳20 freelance job that became my first line of code in production.&lt;/p&gt;

&lt;p&gt;I wrote the whole thing down, unfiltered — the rewrites, the 12-hour bugs, the solo-founder nights, the relationship that quietly redirected the entire direction of my life, and why I think "AI built for Bangladesh" needs to mean more than just Bangla text output.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Full story:&lt;/strong&gt; &lt;a href="https://blogs.rexio.pro/posts/from-a-nokia-phone-to-rexio" rel="noopener noreferrer"&gt;https://blogs.rexio.pro/posts/from-a-nokia-phone-to-rexio&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Try RexiO:&lt;/strong&gt; &lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;https://rexio.pro&lt;/a&gt;&lt;br&gt;
&lt;strong&gt;SpritEX AI:&lt;/strong&gt; &lt;a href="https://spritexai.pro.bd" rel="noopener noreferrer"&gt;https://spritexai.pro.bd&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Would genuinely love to hear from other solo builders here — especially anyone who's pivoted a project mid-build because you accidentally found the &lt;em&gt;real&lt;/em&gt; idea hiding inside it.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>startup</category>
      <category>buildinpublic</category>
      <category>opensource</category>
    </item>
    <item>
      <title>RexiO Is Now Open For Everyone — No Application, No Waitlist</title>
      <dc:creator>Mohammad Sijan</dc:creator>
      <pubDate>Thu, 09 Jul 2026 07:37:53 +0000</pubDate>
      <link>https://dev.to/mohammadsijan/rexio-is-now-open-for-everyone-no-application-no-waitlist-gc1</link>
      <guid>https://dev.to/mohammadsijan/rexio-is-now-open-for-everyone-no-application-no-waitlist-gc1</guid>
      <description>&lt;p&gt;Back in June, we announced that the Closed Test would be limited to just 500 seats, selected through a manual application process. That has changed.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;RexiO is now open to everyone.&lt;/strong&gt; No application form, no waitlist, no selection process. You can create an account right now and get the full RexiO experience immediately.&lt;/p&gt;

&lt;h2&gt;
  
  
  Use it on the web right now — no download required
&lt;/h2&gt;

&lt;p&gt;The easiest way to get started: head to &lt;strong&gt;&lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;rexio.pro&lt;/a&gt;&lt;/strong&gt;, create an account, and start using RexiO directly from your browser — just like Claude or ChatGPT. No install, no setup required.&lt;/p&gt;

&lt;h2&gt;
  
  
  Android app — available after 12 AM on July 10th
&lt;/h2&gt;

&lt;p&gt;For those who want RexiO as a dedicated app on their phone, the Android app is on its way. Save this link now: &lt;strong&gt;&lt;a href="https://rexio.pro/download" rel="noopener noreferrer"&gt;rexio.pro/download&lt;/a&gt;&lt;/strong&gt; — it goes live for direct download starting &lt;strong&gt;12 AM on July 10th&lt;/strong&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  New accounts get a paid plan, free
&lt;/h2&gt;

&lt;p&gt;When you create a new account, you'll automatically be given a paid plan (Plus or Pro) at no cost. We want everyone to experience RexiO's full capabilities — deep tool routing, faster responses, priority access — from day one, with no restrictions.&lt;/p&gt;

&lt;h2&gt;
  
  
  Support our Product Hunt launch
&lt;/h2&gt;

&lt;p&gt;RexiO is now live on &lt;strong&gt;&lt;a href="https://www.producthunt.com/products/rexio" rel="noopener noreferrer"&gt;Product Hunt&lt;/a&gt;&lt;/strong&gt; as well. If you try RexiO and like it, an upvote or comment would mean a lot to us — this is our first major push for public visibility, and your support helps us reach more people.&lt;/p&gt;

&lt;h2&gt;
  
  
  What stays the same
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;In-app feedback and bug reporting works exactly as before&lt;/li&gt;
&lt;li&gt;We'll continue engaging directly in the community space&lt;/li&gt;
&lt;li&gt;The top-contributor reward program is still coming — details will be announced soon&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Thank you for your patience and early support. Now it's your turn — head to &lt;strong&gt;&lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;rexio.pro&lt;/a&gt;&lt;/strong&gt; and get started.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Originally published on the &lt;a href="https://blogs.rexio.pro/posts/rexio-open-access-july-2026" rel="noopener noreferrer"&gt;RexiO Blog&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>programming</category>
      <category>productivity</category>
    </item>
    <item>
      <title>SpritEX — Bangladesh's First Cognitive AI Infrastructure Lab Is Building Something Big</title>
      <dc:creator>Mohammad Sijan</dc:creator>
      <pubDate>Tue, 02 Jun 2026 16:48:34 +0000</pubDate>
      <link>https://dev.to/mohammadsijan/spritex-bangladeshs-first-cognitive-ai-infrastructure-lab-is-building-something-big-3bke</link>
      <guid>https://dev.to/mohammadsijan/spritex-bangladeshs-first-cognitive-ai-infrastructure-lab-is-building-something-big-3bke</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F5lddq11sse89t030yny9.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F5lddq11sse89t030yny9.png" alt="SpritEX Icon" width="800" height="800"&gt;&lt;/a&gt;&lt;br&gt;
Something quietly significant is happening in Bangladesh's tech landscape.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://spritexai.pro.bd" rel="noopener noreferrer"&gt;SpritEX&lt;/a&gt;&lt;/strong&gt; — a Bangladeshi AI research company — has been engineering cognitive infrastructure and deep research systems from the ground up, with a singular mission: build world-class AI that speaks to Bangladesh.&lt;/p&gt;

&lt;p&gt;Not an API wrapper. Not a chatbot template. A full-stack AI research lab, built locally.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Company Behind It
&lt;/h2&gt;

&lt;p&gt;SpritEX is not a startup in the traditional sense. It's a cognitive AI infrastructure company — the kind that builds the foundation layer that products run on top of. Think of it the way Anthropic is to Claude, or DeepMind is to Gemini.&lt;/p&gt;

&lt;p&gt;The research focus spans:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Cognitive routing and multi-agent orchestration&lt;/li&gt;
&lt;li&gt;Real-time intent classification at zero API cost&lt;/li&gt;
&lt;li&gt;Bangla and Banglish language understanding&lt;/li&gt;
&lt;li&gt;AI safety and alignment parameters for local context&lt;/li&gt;
&lt;li&gt;Autonomous memory and persona synthesis systems&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;All of this infrastructure is being built in-house, from scratch, in Bangladesh.&lt;/p&gt;

&lt;h2&gt;
  
  
  The First Product: RexiO
&lt;/h2&gt;

&lt;p&gt;The first major product coming out of SpritEX is &lt;strong&gt;&lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;RexiO&lt;/a&gt;&lt;/strong&gt; — a premium AI assistant platform built specifically for Bangladeshi users.&lt;/p&gt;

&lt;p&gt;RexiO isn't just another ChatGPT wrapper. It's the first real demonstration of what SpritEX's infrastructure can do when pointed at a real consumer product. Features include:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🧠 Auto-learning memory that builds a model of who you are across sessions&lt;/li&gt;
&lt;li&gt;🔍 Real-time web search with live data integration&lt;/li&gt;
&lt;li&gt;🌤️ Weather, market prices, and local search tools&lt;/li&gt;
&lt;li&gt;📄 Document and image understanding&lt;/li&gt;
&lt;li&gt;💻 Coding&lt;/li&gt;
&lt;li&gt;💳 Native Bangladeshi payment support (bKash, Nagad, Rocket)&lt;/li&gt;
&lt;li&gt;📱 Native Android app and full PWA support&lt;/li&gt;
&lt;li&gt;🗣️ Banglish and Bengali language understanding built-in&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;RexiO will be launched on July 10, 2025.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This is the first AI assistant built by a Bangladeshi company, running on Bangladeshi infrastructure, for Bangladeshi people.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why This Matters for Bangladesh
&lt;/h2&gt;

&lt;p&gt;Right now, Bangladeshi users rely entirely on foreign AI products — ChatGPT, Gemini, Claude, Perplexity. These products don't understand local context, local language patterns, local payment systems, or local knowledge.&lt;/p&gt;

&lt;p&gt;SpritEX is changing that.&lt;/p&gt;

&lt;p&gt;The goal isn't just to build a product. It's to prove that world-class AI infrastructure can be engineered from Bangladesh — and eventually, to open that infrastructure to other Bangladeshi developers and companies through an API layer.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's Coming After RexiO
&lt;/h2&gt;

&lt;p&gt;SpritEX's public roadmap includes:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;SpritEX API&lt;/strong&gt; — opening the cognitive infrastructure to third-party developers in Bangladesh&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;RexiO Enterprise&lt;/strong&gt; — custom AI deployments for Bangladeshi businesses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Research Publications&lt;/strong&gt; — sharing findings on Bangla NLP, routing algorithms, and alignment&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The lab is early. But the foundation is being laid carefully.&lt;/p&gt;

&lt;h2&gt;
  
  
  Follow the Journey
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;SpritEX Research Lab → &lt;a href="https://spritexai.pro.bd" rel="noopener noreferrer"&gt;spritexai.pro.bd&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;RexiO AI → &lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;rexio.pro&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;RexiO Github Community → &lt;a href="https://github.com/SpritexAI/RexiO" rel="noopener noreferrer"&gt;github.com&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Bangladesh's AI moment is coming. SpritEX is building the infrastructure for it.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Built in Bangladesh 🇧🇩&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>bangladesh</category>
      <category>buildinpublic</category>
      <category>startup</category>
    </item>
    <item>
      <title>I Built an AI Assistant for Bangladesh — Introducing RexiO</title>
      <dc:creator>Mohammad Sijan</dc:creator>
      <pubDate>Sun, 31 May 2026 11:19:57 +0000</pubDate>
      <link>https://dev.to/mohammadsijan/i-built-an-ai-assistant-for-bangladesh-introducing-rexio-1i8o</link>
      <guid>https://dev.to/mohammadsijan/i-built-an-ai-assistant-for-bangladesh-introducing-rexio-1i8o</guid>
      <description>&lt;p&gt;Most AI assistants are built for English speakers. I wanted to change that.&lt;/p&gt;

&lt;p&gt;RexiO is a premium AI assistant built specifically for Gen Z users in Bangladesh. It understands Bengali and Banglish naturally, searches the web in real-time, and builds a personal knowledge panel for every user — all in a fast, modern interface.&lt;/p&gt;

&lt;h2&gt;
  
  
  What RexiO Can Do
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Real-time Web Search&lt;/strong&gt; — RexiO searches the web live and summarizes results directly in the chat&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Personal Knowledge Panel&lt;/strong&gt; — RexiO builds a persistent knowledge base for each user, learning preferences and context over time to deliver increasingly personalized responses&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Voice Chat&lt;/strong&gt; — Full real-time voice interaction&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Live Weather&lt;/strong&gt; — Ask about weather anywhere and get instant results&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Image Search&lt;/strong&gt; — Ask for images and RexiO finds and displays them inline&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cross-platform&lt;/strong&gt; — Available on Android (native app) and as a PWA for desktop and iOS&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Scheduled Tasks&lt;/strong&gt; &lt;em&gt;(Coming Soon)&lt;/em&gt; — Automate recurring tasks and set scheduled prompts directly inside the chat&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  The Challenge
&lt;/h2&gt;

&lt;p&gt;Building an AI assistant for Bangladeshi users is not just a translation problem. Users naturally mix Bengali and English in the same sentence — called Banglish. The system has to understand intent, not just language. That required building a custom multi-tier intent classification pipeline from scratch.&lt;/p&gt;

&lt;p&gt;On top of that, the backend had to handle real-time streaming responses, live web search, personalized memory, and voice — all simultaneously, reliably, on production-grade infrastructure.&lt;/p&gt;

&lt;h2&gt;
  
  
  Architecture Decisions
&lt;/h2&gt;

&lt;p&gt;The backend is built as a microservice architecture with three isolated services — each chosen for what it does best.&lt;/p&gt;

&lt;p&gt;The public gateway prioritizes zero-latency streaming with no buffering on SSE connections. The core engine handles all stateful business logic, real-time sessions, authentication, and payments. The AI layer runs as a completely isolated service for agent workflows, web scraping, intent classification, and multi-agent coordination.&lt;/p&gt;

&lt;p&gt;This separation means each layer can be scaled, updated, or replaced independently without touching the others.&lt;/p&gt;

&lt;p&gt;The personal knowledge panel runs as an asynchronous background system — it learns from every conversation without adding any latency to the main chat response.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's Next
&lt;/h2&gt;

&lt;p&gt;RexiO is currently in development and launching soon. The goal is simple — make cutting-edge AI feel native for millions of Bangla-speaking users who deserve better than a translated chatbot.&lt;/p&gt;

&lt;p&gt;Check it out at &lt;a href="https://rexio.pro" rel="noopener noreferrer"&gt;rexio.pro&lt;/a&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Built by SpritEX — a Bangladesh-based AI company.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>nlp</category>
      <category>showdev</category>
      <category>sideprojects</category>
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