Available for opportunities

Md. Nazmus
Sadat Numan

Final-year CSE student focused on Software Engineering at AIUB, majoring in Software Engineering. Currently interning at Byte Innovations, independently developing full-stack applications and multi-tenant SaaS systems for HR management, recruitment, and a corporate career portal. Focused on secure backend APIs, relational databases, and collaborative software development.

Md. Nazmus Sadat Numan
$ whoami
software.engineering
CGPA 3.70
AIUB · CSE
About

Engineering scalable systems

I am a final-year Computer Science and Engineering student focused on Software Engineering at American International University-Bangladesh, majoring in Software Engineering with a CGPA of 3.70 / 4.00. All courses are completed; my internship is ongoing. The thesis and internship end on 30 November 2026.

At Byte Innovations, I independently develop multi-tenant HR and recruitment systems, and designed, developed, and deployed the company's corporate website and career portal. I also collaborate on selected enhancements to Expert POS.

My toolkit includes Laravel, NestJS, Next.js, React, Vue 3, TypeScript, and relational databases. My academic research explores budget-aware human recognition with reinforcement learning and requirements engineering for remote-first SaaS teams.

Education
AIUB · CSE
Final Year · CGPA 3.70
Focus
Full-Stack & SaaS
Laravel · NestJS · Next.js
Databases
5+ Systems
PostgreSQL · Oracle · MySQL · SQL Server
Research
Reinforcement Learning
Double-DQN · Requirements Engineering
Skills

The stack I build with

Proficiency

Currently exploring

Multi-tenant SaaS architecture, secure recruitment workflows, reinforcement learning for human recognition, and requirements engineering for distributed teams.

Selected Work

Things I've built

Professional work, academic projects, and research. Public project cards link to their live site or source code.

Professional Experience · Dhaka, Bangladesh

Byte Innovations · Professional Projects

Software Engineering Intern

1 September – 30 November 2026 · Three-month internship

Independent development of full-stack applications and multi-tenant SaaS systems, alongside team contributions to business management software.

Academic Projects

Research Experience

BSc Thesis · 2026

Adaptive Human Recognition via Sequential Reinforcement Learning and Evidence-Driven Module Selection

Co-researched a budget-aware human recognition framework using Double-DQN with face, appearance, posture, and scene-context evidence. Evaluated a 600-identity protocol against seven baselines; the thesis reports 62.0% mean top-1 accuracy over 10 seeds.

Research Manuscript · 2026

RE-M3S: Requirements Engineering Maturity Model for Remote-First SaaS Startups

Co-designed a five-level, eight-dimension requirements engineering framework for distributed SaaS teams. Analytically assessed 390,625 possible profiles using a conservative lower-median scoring approach.

Education

Academic journey

Certifications & Affiliations

Activities & Interests

Get in touch

Let's build something

Have a software engineering project, role, or collaboration in mind? I'd love to hear from you.

Email
nazmussadatnuman92@gmail.com
Phone
+880 1724-972425
Location
Bashundhara R/A, Dhaka, Bangladesh
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