I build practical AI systems that take repetitive work off your team's plate—so customers get faster service and your people get more time to grow the business.
AI combines your business knowledge and rules to choose a useful, explainable action.
01 / Less manual adminRepeatable work moves without constant follow-up.
02 / Faster serviceCustomers and teams get answers sooner.
03 / Fewer costly errorsRules and checks stay consistent as work grows.
04 / More capacityHandle more demand without adding more busywork.
I help teams find where time is being lost, design a better process, and build the product or automation that makes the improvement stick.
See how I turned repeated manual work, scattered information, and slow operations into useful products people rely on.
An in-progress website for a Bangladeshi host and content creator, built so an event organiser can judge whether he is right for their stage — and book him — without leaving the page.
See the problem and result ↗A production storefront for a US used-car dealership, where a buyer can filter the live inventory, read the vehicle's real numbers, and book a test drive without phoning the lot first.
See the problem and result ↗A bilingual website for a voluntary organisation in Gaibandha, Bangladesh, built so a donor can understand the work, trust the numbers, and give — in English or Bangla — without phoning anyone first.
See the problem and result ↗An AI-powered test-preparation and mentorship ecosystem for Bangladeshi students and teachers — mock exams with AI evaluation, a RAG-grounded reading companion, live mentor classes, contests, a community forum, and paid subscriptions in one platform.
See the problem and result ↗A course-registration companion that watches for an open seat, so students can stop refreshing the portal and get one useful email when it is time to act.
See the problem and result ↗A climate map of Bangladesh that helps people understand what changing temperatures, rainfall, and extreme weather could mean for the district they call home.
See the problem and result ↗A self-hosted Discord product that turns one /add command into a complete pickup-game workflow—gathering players, confirming attendance, balancing teams, finding the live lobby, recording results, and updating permanent ratings.
See the problem and result ↗Find the repetitive handoffs, approvals, and data entry slowing a team down—then turn them into a dependable workflow.
Use company knowledge, AI, and clear rules to classify requests, prepare answers, create reports, and support decisions.
Take an idea from problem framing to a useful web or mobile product people can actually adopt.
Connect tools, data, and teams behind the scenes, then make the solution secure, observable, and ready to grow.
Panorama Management Advisory Services LLC
Lead the engineering function behind enterprise AI products, SaaS platforms, business assessment tools, and the connected systems that support them.
Panorama Management Advisory Services LLC
Built the product and integration foundation for Panorama's assessment, reporting, analytics, and business-automation services.
Eventizer Limited
Developed the multi-vendor product and cloud foundation that brought event customers, service providers, requests, and bookings into one coordinated platform.
Questions behind the systems
Working notes on human-centered automation, trustworthy AI workflows, digital transformation, and learning through product development.
Explore my research ideas
