Curriculum Vitae
A summary resume highlighting academic excellence (Rank 1st, CGPA 3.96/4.00), IEEE publication, teaching experience, competitive programming, and technical systems.
M. Aktaruzzaman Opu
B.Sc. (Engg.) in Computer Science & Engineering (RMSTU)
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.
Education
B.Sc. (Engg.) in Computer Science & Engineering
Department of Computer Science and Engineering, Rangamati Science and Technology University (RMSTU)
February 2022 — August 2026
CGPA: 3.96 / 4.00
Merit Standing: Ranked 1st (Department Top)
- Secured 1st Position in 7 semesters (1st, 2nd, 3rd, 4th, 5th, 6th, and 8th Semesters)
- Achieved a Perfect GPA of 4.00 / 4.00 in 3 consecutive terms (2nd - 4th Semesters)
Group: Science
Lakers' Public School and College, Rangamati
Chattogram Board • 2020
Group: Science
Lakers' Public School and College, Rangamati
Chattogram Board • 2018
Peer-Reviewed Publications
A Comparative Study of Multi-Criteria Decision-Making Methods for Selecting Sustainable Energy Projects in Rangamati, Bangladesh
IEEE 2026Authors: Ishtiaq Uddin, M. Aktaruzzaman Opu, Shahidul Islam, Tanjim Mahmud, Md Akash Rahman, et al.
Published in: Proceedings of the 2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII), Pabna, Bangladesh, 2026, pp. 1–6.
Teaching Experience & Academic Mentorship
Higher Mathematics Instructor
Rangamati Govt. Women's College, Rangamati, Bangladesh
- Taught Higher Mathematics curriculum to higher secondary college students
- Covered core analytical modules including Calculus, Coordinate Geometry, Matrices, and Trigonometry
- Designed periodic problem-solving assessments and held mentorship sessions
Programming Fundamentals • Object-Oriented Programming • Data Structures & Algorithms • Database Management Systems • Software Engineering • Machine Learning • Computer Vision
Undergraduate Research Thesis
Zero-Label Cell Microscopy: Anomaly Detection Using Vision Transformers and DINOv2
Nov 2025 — Aug 2026Supervisor: Assistant Professor Md. Mynoddin, Dept. of CSE, RMSTU
Benchmarked vision transformer models (CAE-IF, SQAFormer, DINOv2 ViT embeddings) on 5,239 unlabelled phase-contrast cell microscopy frames from the LIVECell corpus. Identified score sign inversion in standard pixel MSE loss metrics during phase-contrast defocus corruptions.
Awards, Scholarships & Certifications
UGC Merit Scholarship 2025
University Grants Commission (UGC) of Bangladesh
Awarded by the University Grants Commission of Bangladesh for outstanding undergraduate academic excellence and top merit performance.
ITEE FE Exam — Full Passer (Level-2)
BD-ITEC / IPA Japan
Passed the Fundamental Information Technology Engineer (FE) Examination administered by Bangladesh Information Technology Examination Committee under Information-technology Promotion Agency (IPA), Japan.
Department Merit Rank 1st (CGPA 3.96 / 4.00)
Department of CSE, RMSTU
Ranked 1st in the Department of Computer Science & Engineering with CGPA 3.96/4.00, securing 1st position across 7 semesters and achieving perfect 4.00 GPAs in 3 consecutive terms.
ICPC Asia Dhaka Regional Contest Finalist (2024 & 2025)
BUBT / DIU (ACM-ICPC)
Qualified as a Regional Contestant in the prestigious International Collegiate Programming Contest (ICPC) Asia Dhaka Regional Finals in both 2024 (DIU) and 2025 (BUBT).
National Undergraduate Mathematics Olympiad — Top 10 Finalist
Bangladesh Mathematical Society
Secured Top 10 Finalist ranking in the Chattogram Regional Round of both the 14th (2023) and 16th (2025) National Undergraduate Mathematics Olympiad (NUMO).
CoU CSE Fest 2025 Programming Contest — 5th Place
Comilla University
Achieved 5th Place in the Inter-University Divisional Programming Contest at CoU CSE Fest 2025 among competing university teams.
Undergraduate Research Thesis in Computer Vision
Department of CSE, RMSTU
Benchmarked vision transformer models (DINOv2, SQAFormer, CAE-IF) for zero-label microscopy anomaly detection on 5,239 frames of the LIVECell corpus under Asst. Prof. Md. Mynoddin.
Organizing Committee Lead — CSE Department Tour 2026
Department of CSE, RMSTU
Coordinated trip logistics, participant registrations, financial records, and engineered the official bilingual web application for the department tour.
Key Engineering Projects & Systems
Exam Studio(WebAssembly Studio / Software)
2026 • Active ProductionTech: Next.js 16, React 19, TypeScript, Tailwind CSS v4, WebAssembly (XeLaTeX), pdf-lib, pdfjs-dist, Monaco Editor, Web Workers, IndexedDB, Zod
I built Exam Studio to enable educators and academic institutions to generate official Bangladeshi NCTB-standard examination papers with Bengali typography, mathematical equations, dynamic option grids, and 2x1 booklet imposition directly in the browser.
CGPA Buddy(Web Application / Utility)
2026 • Active ProductionTech: Next.js 16, React 19, TypeScript, Tailwind CSS v4, Recharts, @react-pdf/renderer, Zod
I built CGPA Buddy to make semester-wise CGPA calculation easier for RMSTU students, eliminating manual course entry by providing pre-configured department course structures.
VoltCalc(Web Application / Utility)
2026 • Active ProductionTech: Next.js 16, React 19, TypeScript, Tailwind CSS v4, Recharts, shadcn/ui, Lucide React, useSyncExternalStore
I built VoltCalc to calculate, simulate, and analyze residential electricity bills under official BERC LT-A stepped tariffs, including reverse prepaid estimation and appliance duty-cycle auditing.
Question Vault RMSTU(Web Application / University)
2024 • ProductionTech: Next.js, MongoDB, Tailwind CSS, JWT Authentication, ImageBB API, Nodemailer
I developed Question Vault to centralize historical mid-term and final exam question papers for RMSTU students, categorized by faculty, department, and course.
RMSTU Transport Management System(Full-Stack Web Application)
2025 • CompletedTech: Next.js, MongoDB, WebSockets, NextAuth.js, Tailwind CSS, Leaflet
I built this transport management system to provide real-time bus location tracking, driver trip logs, and administrative vehicle management for RMSTU campus transit.
Zero-Label Microscopy Anomaly Detection(Computer Vision / AI Research)
2026 • Undergraduate ThesisTech: PyTorch 2.2, Python 3.12, DINOv2, SQAFormer, CAE-IF, OpenCV, LIVECell Dataset
My undergraduate thesis benchmarks vision transformers and reconstruction autoencoders on 5,239 unlabelled phase-contrast cell microscopy frames from the LIVECell corpus.
RMSTU Notice Hub Reimagined(Web Application)
2026 • CompletedTech: React 19, TanStack Start, TanStack Router, TanStack Query, Cheerio, Tailwind CSS v4, react-pdf
I built RMSTU Notice Hub to provide a fast, searchable portal for university announcements with category filters and inline PDF viewing.
RMSTU CSE Department Tour 2026(Web Application / University)
2026 • CompletedTech: Next.js 16, TypeScript, Tailwind CSS v4, shadcn/ui, Lucide React, next-themes
I built this web application for the Sundarban tour organized by the CSE Department at RMSTU, featuring bilingual content, schedules, and payment info.
Technical Proficiencies
Languages
C & C++ • Python • TypeScript • JavaScript (ES6+) • Java
Web & Systems
Next.js (App Router, SSR, Server Actions) • React 19 & React Hook Form • Tailwind CSS (v3 & v4) • WebAssembly (XeLaTeX / WASM Engine) • Web Workers & Multi-threading • Node.js & Express / Hono • TanStack Start / Query / Router • PWA & Service Workers
Databases & Security
MongoDB & Mongoose ORM • PostgreSQL & MySQL / Firebase • Role-Based Access Control (RBAC) & Auth • REST APIs & JSON Schemas (Zod) • PDF Generation & Imposition (pdf-lib, @react-pdf/renderer) • IndexedDB & Browser Storage
AI, Machine Learning & Vision
PyTorch & Torchvision • Vision Transformers (DINOv2, SQAFormer) • Computer Vision & OpenCV • Scikit-learn, NumPy, Pandas, Matplotlib • Zero-Shot Anomaly Detection
Tools & Infrastructure
Git & GitHub • Docker & Containerization • Linux / macOS CLI • Typesetting (LaTeX, XeLaTeX, Beamer, BibTeX) • Vercel Deployment
Academic Supervisor & References
Md. Mynoddin
Assistant Professor
Department of Computer Science and Engineering
Rangamati Science and Technology University (RMSTU), Rangamati-4500, Bangladesh
Email: [email protected]
(Undergraduate Thesis Supervisor)