CompletedBilimbi Studio
01Marketing site for Bilimbi Studio — a small software studio based in Dhaka, Bangladesh.
AI Engineer · Full-Stack Developer · Mobile Developer
I design and build production-ready software systems — from LLM-powered agents and APIs to full-stack products and native mobile experiences. I understand a problem, design the system, and ship the product.
What I Build
01
LLM-powered agents that do real work — multi-step tool-calling loops, structured extraction from PDFs and the open web, retrieval over private document sets, and token-level cost accounting. Built on a provider-agnostic inference layer with SSE streaming and durable session state.
02
End-to-end web products with Next.js and React Server Components, NestJS and FastAPI backends, Zod-validated APIs, Clerk auth, and cloud deployments on Vercel and Render — from design tokens to database schema.
03
Native Android apps in Kotlin with XML layouts, and cross-platform apps with React Native — backed by NestJS REST APIs and PostgreSQL across the full mobile stack.
04
Research at the applied end of AI — image processing and computer vision with convolutional models, and the behaviour of large language models inside real systems. Framing a problem as a learning task, training against it, and measuring what holds up outside the benchmark.
About
I'm a Computer Science & Engineering student at AIUB and an engineer focused on building intelligent systems. My work spans AI engineering, full-stack web development, native Android applications, and applied AI research.
I'm interested in the intersection of AI and software engineering — where machine learning models, LLMs becomes components of real products people actually use.
I care about the parts users never see: clean API boundaries, data models that survive requirements changes, and code the next person can read without questions.
How I Think
Build for the user.
Software exists to solve real problems. Every architectural decision should trace back to an outcome for the person using the product.
Design for change.
Requirements shift. A system that resists change becomes a liability. Clean boundaries and good data models outlast frameworks.
Use AI where it creates real leverage.
AI is a tool, not a trend. I integrate it where it meaningfully improves what the product does — not to check a box.
Keep systems understandable.
Code read by the next engineer matters. Clarity and correctness over cleverness, always.
Technical Expertise
Languages
AI & LLM
Frontend
Backend
Databases
Mobile
Infrastructure
Experience
Lead the AI engineering on GrantOS — an AI-powered grant management platform for nonprofits — building an autonomous proposal-writing agent on top of a Next.js 16 frontend and FastAPI backend, alongside an LLM-assisted editor, SSE streaming chat, and a full grant lifecycle pipeline.
Part of the founding engineering team at Bilimbi Studio, a small software studio in Dhaka, Bangladesh. Built the studio's marketing site and engineered MessMaster — an Android app for shared student messes, backed by a NestJS API.
Selected Work
Web & Full-Stack
CompletedMarketing site for Bilimbi Studio — a small software studio based in Dhaka, Bangladesh.
CompletedA Notion-inspired connected workspace — write, plan, and organise documents with real-time sync and auth out of the box.
CompletedConversational AI app powered by Gemini with persistent chat history stored in PostgreSQL via Prisma.
In ProgressMedical chamber management SaaS — doctors run their chambers, patients book serial-based appointments online.
Mobile

Smart mess management app for shared living — tracks meals, utilities, and monthly expenses with automatic bill calculation.
Research & Intelligence
PECCII 2026 · Jhenaidah, Bangladesh · 2026
IEEE XploreA MobileNetV3-based deep learning approach using the BDWaste dataset, focused on classifying waste images for smarter and more sustainable urban waste-management workflows.
Co-authored with Ferdus Hossain, Tariful Islam Fahim, and Salman Zzoha. Presented at the International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure, and indexed in the IEEE Xplore Digital Library.
Method
Status
Indexed in the IEEE Xplore Digital Library
Conference
International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure
Contact
I'm open to engineering roles, freelance projects, and research collaborations. If you're building something intelligent, let's talk.
Send a Message