Work & case studies
A closer look at what I’ve shipped across full-stack web, AI/ML, and product, the problem, the build, and where it landed. These aren’t screenshots with a caption; each one walks through the real decisions behind the work, from data model to production, so you can judge how I think, not just how it looks.
Selected projects and case studies
AI / ML · SaaSTechneth · 2026
Tryneth
Backend engineering for an AI marketing & CRM platform
Development · SaaSIdeomatics · 2026
Ideomatics
Agency website, headless CMS, and AI-run CRM
AI / ML · ResearchIJERT (peer-reviewed journal) · 2026
Eye Disease Detection
Deep learning models for retinal disease screening
Development · Chrome ExtensionAlgoramming · 2026
Search Console Peek
Google Search Console in your Chrome toolbar
AI / ML · E-commerceProduct build · 2026
Cartly
AI fashion store with a shopping assistant, voice, and try-on
Own product · 2026
Sera Krishok
Bangla-first marketplace and toolkit for farmers
Oracron Digital · 2026
Leads Oracron
Finds weak websites, writes AI outreach, tracks replies
Internal tool · Computer VisionTechneth · 2026
Techneth Attendance
Face and fingerprint attendance with server-side matching
Development · Next.jsTeam Oracron · 2026
Oracron Digital
Agency site with its own CMS and AI publishing
Product · SaaS · E-commerceOwn product · 2026
PortfoliYo
Turns a Facebook page into an online store, and builds portfolios
Own product · 2026
Dojolom
Lessons that adapt to how you learn
Web · LaravelMahamudur Rahman Munna · 2024
Next Chapter Consultancy
Full website for a visa & immigration consultancy
AI / ML · NLPResearch & product · 2023
Law Suggestion using ML
Maps plain-language questions to relevant legal references
Development · MERNEWU Telecommunications Club · 2024
EWUTC Main Website
Official site for the EWU Telecommunications Club
GAkash Sorowar · 2025
Gnosis Management Ltd. Website in Cake PHP
A complete website for a management company named Gnosis Management Ltd. The design was their personal preference.
MMonno Ceramics · 2025
Monno Shop Shopify Custom Edits and Functionalities
Worked as an augmented employee in the SSL Commerz and added custom styling and functionalities in the Venture theme in shopify.
AAlgoramming · 2023
Algoramming Main Website
TTechneth Bangladesh · 2026
Techneth Website Backend
Title: Techneth Backend | Admin Dashboard & Headless CMS Meta Description: Techneth Backend is a Next.js 16 admin dashboard and headless CMS that powers Techneth's portfolio website — manage blog posts, case studies, careers, contact submissions, and user roles from one secure interface. Primary Keywords: Techneth admin panel, headless CMS, Next.js dashboard, content management system, portfolio backend, career posting platform, blog management. Key Features - Content Management — Create, edit, and publish blog posts, case studies, and career listings with rich-text editing (Quill / SimpleMDE). - Lead Management — Capture and triage contact form submissions and job applications, with bulk-delete and file-storage cleanup. - User & Role Administration — Secure authentication, role-based access, account approval workflow, and activity logs. - Performance-First Architecture — Server-Side Rendering (SSR) initial data fetching for instant admin page loads. - Email Delivery — Transactional notifications via Resend + Nodemailer. Tech Stack (H3 for SEO crawlability) Frontend: Next.js 16 · React 19 · TypeScript · Tailwind CSS v4 · Lucide Icons · Recharts Backend & Auth: Supabase (Postgres + SSR Auth) · Zod validation · React Hook Form Tooling: ESLint 9 · date-fns · UUID · Resend Target Audience Internal Techneth administrators and content editors who need a fast, secure, and unified backend to manage all customer-facing website content and inbound business communications.
What each case study covers
Every write-up follows the same honest arc: the problem the client or project actually had, the constraints I was working inside, the architecture and stack I chose and why, the parts that were hard, and where it ended up. Where I can share numbers, I do; where I can’t, I say so rather than inventing them.
The problem
The real goal, the users, and the constraints — budget, timeline, existing systems — that shaped every later decision.
The build
The data model, the stack, and the trade-offs, including the boring-but-vital parts: auth, validation, caching, and security.
The hard parts
Where the work got genuinely tricky, and how I reasoned through it — the bits a portfolio screenshot never shows.
Where it landed
What shipped, what it changed, and what I’d revisit — outcomes over adjectives.
The kind of work I take on
The projects here span the range I work across day to day: multi-tenant SaaS backends and AI features (Tryneth), applied machine learning and peer-reviewed research (eye-disease detection), full marketing and consultancy websites (Next Chapter, Oracron Digital), and community and academic platforms (the EWU Telecommunications Club site). Client work, research, and products sit side by side because the discipline behind them is the same: understand the problem, design a clean system, and ship something maintainable that someone other than me can own.
If you’re weighing whether I’ve done something close to what you need, the case studies are the fastest way to tell. And if your project isn’t represented here yet, that usually just means it hasn’t been written up — ask, and I’ll point you to the closest thing I’ve built.
Have a project in mind?
Tell me what you’re building. I’ll point you to the most relevant work and reply with a plan, a timeline, and clear next steps.