Skip to main content
M. Aktaruzzaman Opu
CSE Undergraduate|Software & Vision

Hello, I am

M. Aktaruzzaman Opu.

Computer Science · Software · Web Development

I enjoy building software, exploring computer science, and turning ideas into useful applications.

Interested in computer vision and machine learning. Long-term, I want to build a career in university teaching and academia.

C & C++PythonTypeScriptJavaScript (ES6+)JavaNext.js (App Router, SSR, Server Actions)React 19 & React Hook FormTailwind CSS (v3 & v4)WebAssembly (XeLaTeX / WASM Engine)Web Workers & Multi-threadingNode.js & Express / HonoTanStack Start / Query / RouterPWA & Service WorkersMongoDB & Mongoose ORMPostgreSQL & MySQL / FirebaseRole-Based Access Control (RBAC) & AuthREST APIs & JSON Schemas (Zod)PDF Generation & Imposition (pdf-lib, @react-pdf/renderer)IndexedDB & Browser StoragePyTorch & TorchvisionVision Transformers (DINOv2, SQAFormer)Computer Vision & OpenCVScikit-learn, NumPy, Pandas, MatplotlibZero-Shot Anomaly DetectionGit & GitHubDocker & ContainerizationLinux / macOS CLITypesetting (LaTeX, XeLaTeX, Beamer, BibTeX)Vercel Deployment
01

Featured Works

Key software systems, campus web platforms, and computer vision research engineering.

Exam Studio
WebAssembly Studio / Software
2026Active Production

Exam Studio

Automated Bengali XeLaTeX examination studio in pure client-side WebAssembly.

NCTB-standard exam papers with complex Bengali typography, formulas, and 2×1 booklet imposition often require bulky TeX Live installations or costly, privacy-sensitive backend compilation.

Next.js 16React 19TypeScriptTailwind CSS v4WebAssembly (XeLaTeX)pdf-lib
CGPA Buddy
Web Application / Utility
2026Active Production

CGPA Buddy

GPA/CGPA calculator tailored for university department credit structures.

Students at RMSTU had no single tool configured for department-specific credit structures and theory/lab splits, requiring repetitive manual entry on generic calculator websites.

Next.js 16React 19TypeScriptTailwind CSS v4Recharts@react-pdf/renderer
VoltCalc
Web Application / Utility
2026Active Production

VoltCalc

Bangladesh electricity bill calculator and household load auditor under BERC LT-A tariff.

Bangladeshi consumers struggle to predict stepped-tier electricity bills, decode complex statutory adjustments (demand charge, 0.5% rebate, 5% VAT), reverse-engineer prepaid meter recharges, or audit household appliance power consumption.

Next.js 16React 19TypeScriptTailwind CSS v4Rechartsshadcn/ui
Question Vault RMSTU
Web Application / University
2024Production

Question Vault RMSTU

Digital archive for searching and organizing university exam question papers.

Students lacked a centralized repository for past examination papers, making exam revision dependent on scattered physical notes or senior students.

Next.jsMongoDBTailwind CSSJWT AuthenticationImageBB APINodemailer
RMSTU Transport Management System
Full-Stack Web Application
2025Completed

RMSTU Transport Management System

Real-time bus tracking, route schedules, and trip requisitions.

Students frequently missed campus buses along hilly mountain routes in Rangamati due to unpredictable delays and zero schedule visibility.

Next.jsMongoDBWebSocketsNextAuth.jsTailwind CSSLeaflet
Zero-Label Microscopy Anomaly Detection
Computer Vision / AI Research
2026Undergraduate Thesis

Zero-Label Microscopy Anomaly Detection

Benchmarking CAE-IF, SQAFormer & DINOv2 for cell anomaly detection.

Pixel-reconstruction autoencoders fail on microscopy anomaly detection when corrupted images yield lower reconstruction error than sharp, high-contrast healthy cell membranes.

PyTorch 2.2Python 3.12DINOv2SQAFormerCAE-IFOpenCV
RMSTU Notice Hub Reimagined
Web Application
2026Completed

RMSTU Notice Hub Reimagined

Server-rendered portal for official university announcements.

University notice pages loaded slowly on mobile networks, lacked search capabilities, and required opening external PDF downloads for simple updates.

React 19TanStack StartTanStack RouterTanStack QueryCheerioTailwind CSS v4
RMSTU CSE Department Tour 2026
Web Application / University
2026Completed

RMSTU CSE Department Tour 2026

Bilingual web portal for tour registration and payment details.

Tour information was lost in messaging groups, leading to repetitive questions regarding budget breakdowns, bank numbers, and registration links.

Next.js 16TypeScriptTailwind CSS v4shadcn/uiLucide Reactnext-themes
02

Technical Skills & Evidence

Technologies applied directly across production apps and thesis research.

Web & Systems

Databases & Security

AI, Machine Learning & Vision

Tools & Infrastructure

03

Experiments & Learning

Lightweight technical explorations, infrastructure setups, and competitive problem solving.

DevOps & Infrastructure2025

Multi-Stage Docker Setup for Next.js 15

I wrote a multi-stage Dockerfile for Next.js 15 to generate small production container images using standalone output.

DockerNext.js 15Node.jsAlpine Linux
View Code
AI & Automation2025

Personal AI Agent Exploration

I built a small CLI prototype to test tool calling, context buffers, and API execution with LLMs in TypeScript.

TypeScriptNext.jsOpenAI / Gemini API
View Code
Systems & Theory2025

Operating Systems Scheduling Simulations

I wrote implementations of CPU scheduling algorithms (FCFS, SJF, Priority, Round Robin) and IPC mechanisms.

JavaScriptC++Linux
View Code
04

Things Built Over the Years

Chronological progression from programming foundations to research thesis.

2026

Research Publication, WebAssembly Systems & ITEE

Published peer-reviewed research on MCDM sustainable energy in IEEE PECCII 2026. Passed ITEE FE (Level-2) certification under IPA Japan. Engineered Exam Studio (in-browser WebAssembly XeLaTeX compiler) and Teach Easy.

#IEEE PECCII 2026 Research Publication#ITEE FE Exam — Full Passer (Level-2)#Exam Studio#Zero-Label Microscopy Anomaly Detection#Teach Easy#CGPA Buddy#VoltCalc#RMSTU Notice Hub Reimagined
2025

Real-Time Systems, UGC Scholarship & Contests

Awarded the UGC Merit Scholarship 2025 for academic excellence (CGPA 3.96, Rank 1st). Competed in ICPC Asia Dhaka Regional Finals 2025 (BUBT), achieved Top 10 in NUMO 2025, 5th place at CoU CSE Fest, and developed the ICBC 2025 RMSTU Conference System.

#UGC Merit Scholarship 2025#ICPC Asia Dhaka Regional Finalist 2025 (BUBT)#ICBC 2025 Conference Management System#RMSTU Transport Management System#Offline-First News PWA
2024

Full-Stack Development, Teaching & ICPC Finals

Built full-stack web platforms using Next.js and MongoDB. Competed as a Regional Contestant in ICPC Asia Dhaka Regional Finals 2024 (DIU) and appointed as Higher Mathematics Instructor at Rangamati Govt. Women's College.

#Higher Mathematics Instructor (Rangamati Govt. Women's College)#ICPC Asia Dhaka Regional Finalist 2024 (DIU)#Question Vault RMSTU#Library Management System#Prize Bond Checker
05

Academic Direction & Vision

I like understanding technical problems and building things that actually work.

I am a CSE undergraduate student at Rangamati Science and Technology University (RMSTU). My practical engineering journey started in full-stack web application development and client-side systems, building tools like Exam Studio, CGPA Buddy, Question Vault, and the RMSTU Transport System.

Over time, building applications led me to investigate theoretical foundations—computer vision, vision transformers (DINOv2, SQAFormer), and zero-label anomaly detection.

Long-term goal: My long-term goal is to become a university professor. I want to combine teaching, technical work, and research.