Research, products and experiments by Md Ahbab: machine learning, computer vision and full-stack engineering.
Offline, edge-native AI that lets a single rural health worker run chest-X-ray triage with no cloud, quantized models, on-device inference and a clinic-friendly UI. Source on GitHub.
Made-to-order 3D-printing shop with an in-browser parametric configurator, real-time volumetric pricing, a printability pre-flight and an operator console. See the live demo.
A central orchestrator that routes work to parallel CLI coding agents, coordinating multi-agent software workflows with a desktop + web control surface. Live.
A comprehensive academic platform for learners, faculty, university reps, and admins, covering university discovery, program and scholarship applications, research collaboration, resource library, community forums, private messaging, and four Gemma-pluggable AI advisors (counsellor, matchmaker, librarian, digest).
An AI-powered software marketplace driven by a fleet of cooperating agents, listing, concierge, search and ordering across a microservice backend. Live.
An agentic news platform that fetches from NewsAPI or an on-device RSS crawler curated by a local Gemma LLM, verifies article authenticity via NLP cross-referencing (sentence-transformers), and synthesises professional Word reports, complete with a 3D verification graph, bias lens, daily briefing, and a Report Copilot chat.
Hyperlocal "expiring-soon" marketplace where shops sell surplus stock at live time-decaying discounts. Map + countdown, reserve-and-pickup, a vendor console and impact tracking. Try the live demo.
A full-stack alumni-to-student networking platform where students discover mentors, request warm referrals, book guidance sessions, and earn achievement badges, powered by TF-IDF recommendation ML and an event-driven RabbitMQ worker architecture.
Machine-learning World Cup 2026 bracket predictor combining Elo ratings, Poisson scoring and Monte-Carlo simulation from a live engine, nothing hardcoded. Live.
A role-scoped building management SaaS that brings apartment finance, visitor security, maintenance ticketing, resident communication, parking, and 3D building exploration into one dashboard, with optional AI surfaces powered by Gemma for bilingual notices, triage, and a natural-language concierge.
A full-featured, enterprise-grade e-commerce platform built for the Bangladeshi market, real-time WebSocket alerts, a loyalty points engine, Stripe checkout, automated PDF invoicing, and async background processing in a single cohesive stack.
Bangladesh's first Security-as-a-Service SaaS, connecting corporate clients with verified field guards via AI-driven rostering, QR patrol chain-of-custody logging, dynamic pricing, web panic alerts, and a tamper-evident hash-chained audit ledger; also the testbed for active research on governance-aware AI.
A citizen-first legal technology platform for Bangladesh, verified lawyer search, consultation booking, an encrypted evidence vault, AI legal assistant (Bangla + English via Gemini), emergency helpline, and case tracking, all in one digital justice hub.
Curated mystery-box engine, set a budget and taste tags, a constraint-solver assembles a coherent themed box from live inventory, and a scroll-driven 3D reveal delivers the unboxing. Live demo.
National relief & donation transparency platform for Bangladesh, tracks every donation pledge→received→allocated→distributed across division/zila/upazila on a live map, with donor, moderator and admin consoles. Bengali-first. Live demo.
A full-featured online art marketplace and gallery where artists list and auction paintings, sculptures, digital art, NFTs, and handcrafted pieces, with bidding, provenance tracking, exhibitions, messaging, and a pure-Python custom HTTP server backend.
An AI-powered waste collection system using a Random Forest model (R² ≈ 0.93) to predict bin urgency from IoT sensor data, then optimises collection routes with a traffic-aware modified Dijkstra's algorithm, visualised on a live Google Maps dashboard centred on Mirpur, Dhaka.
A unified web platform designed for users with hearing, speech, and visual impairments, featuring adaptive UI modes, text-to-voice / voice-to-text bridging, sentiment-aware chat, mood-enhancing audio, and AI-powered shoulder-surfing detection via computer vision.
The web client for KreatOS, a multi-tenant content management and multi-platform publishing SaaS for creators and teams, built as a static Next.js 16 export with real-time ActionCable channels, TanStack Query server state, and a Zustand auth store, deployed to Cloudflare Pages.
A JavaFX desktop application, "Health, Education, and Co.", providing hospital bed and resource lookup, health record management, student tutoring marketplace, parking slot booking, and real-time multi-user chat over a custom TCP server, all backed by MySQL.
A beginner-friendly, organized front-end learning blog covering HTML, CSS and JavaScript fundamentals with live examples. Live site.
A progressive object-oriented programming curriculum with worked exercises in Java and Python, inheritance, polymorphism, design patterns and more. Source on GitHub.
A restaurant booking & menu REST API built for Meta's Django certification course, DRF endpoints, token auth and a small booking UI. Source on GitHub.