Intrusion Detection in IoT
"Evaluating the Efficacy of Ensemble Learning with Meta Learners in Hybrid Machine Learning Frameworks for Intrusion Detection in Evolving Multifaceted IoT Environments Utilizing IPFS"
Undergrad Thesis | Mar 2025
About Me
I am a versatile Software Engineer driven by a passion for creating high-performance, secure-by-design applications. My expertise spans across the full software development lifecycle, seamlessly bridging the gap between rigorous Software Engineering, proactive Cybersecurity, and scalable DevOps practices.
Currently based in Dhaka, I architect robust systems using modern stacks like Next.js, NestJS, and TypeScript. Moving beyond traditional development, I embrace a DevSecOps philosophy—automating deployments via CI/CD, orchestrating containerized environments with Docker and Kubernetes, and integrating continuous security checks. By actively exploring threat modeling, defensive infrastructure, and network architecture, I ensure every project is not only highly scalable but fundamentally resilient against modern digital threats.
Professional Experience
Network & Systems Support Engineer
Infolink LimitedOct 2024 — Jan 2025
- Optimized nationwide ISP infrastructure performance by monitoring high-availability systems for corporate and residential sectors.
- Engineered automated monitoring workflows and rapid incident response strategies using Nagios, Cacti, and Winbox to reduce mean time to resolution (MTTR).
- Collaborated on large-scale system upgrades and architected detailed technical documentation to streamline L1/L2 escalation and internal knowledge transfer.
- Integrated security-first methodologies into network troubleshooting to identify and mitigate potential vulnerabilities during routine infrastructure maintenance.
Education
BSc. Computer Science & Engineering
American International University-Bangladesh2021 - 2025
CGPA: 3.70
Higher Secondary Certificate (H.S.C)
Jashore Shikkha Board Govt. Model School & College
Secondary School Certificate (S.S.C)
Jashore Shikkha Board Govt. Model School & College
Research
Decentralized Data Systems
"Intrusion Detection in Evolving IoT Environments Using Decentralized Data Systems"
IJAAS (In Review) | Oct 2025
Technical Arsenal
Notable Projects
MR TECH
Architected a high-performance e-commerce engine with a secure NestJS microservices backend and integrated SSLCommerz for encrypted transaction handling.
Next.js, NestJS, MongoDB, SSLCommerz
Myopia Detection System
Engineered a convolutional neural network (CNN) pipeline to automate medical image classification, achieving high accuracy in detecting early-stage refractive errors.
Python, TensorFlow, Keras, OpenCV
Scalable LMS Platform
Designed a multi-tenant Learning Management System featuring robust RBAC and a hybrid database architecture utilizing PostgreSQL and MongoDB for optimized content delivery.
NestJS, Next.js, PostgreSQL, MongoDB
Private Project
Enterprise HRM Solution
Developed a comprehensive Human Resource Management system with automated payroll processing, attendance tracking, and dynamic reporting modules for large-scale operations.
React, Node.js, Express, MySQL
Internal Tool
MediConnect HMS
Architected a full-scale Hospital Management System with patient triage, laboratory integration, and real-time bed management using microservices architecture.
Next.js, NestJS, MongoDB, Shadcn UI, Docker
Private Project
NetShield Scanner
Built a network security auditing tool that automates port scanning and service fingerprinting to identify potential entry points for lateral movement.
Python, Nmap API, Docker, PostgreSQL
Internal Tool
SecureVault
Implemented an end-to-end encrypted storage solution utilizing AES-256-GCM and RSA-4096 for secure credential and document management.
Node.js, TypeScript, OpenSSL, MongoDB
Internal Tool
Green Dhaka
A smart urban platform promoting sustainable rooftop gardening. Features include automated tax subsidiary calculations, a marketplace for gardening equipment, and expert maintenance booking systems.
UML, Software Engineering, UI Design, Black-box Testing
Certifications & Honors
Certified Red Team Operations Management (CRTOM)
May 2026RedTeam Leaders
Entry level enterprise-focused red team certification evaluating the ability to design, govern, and execute threat-led adversary emulation programs with strong emphasis on GRC, safety controls, detection validation, and compliance-driven offensive security operations.
Certified Cybersecurity Educator Professional (CCEP)
December 2025RedTeam Leaders
Validated capability in advanced cybersecurity instruction, secure architecture, IAM, and incident response.
Cybersecurity For Students
June 2024LetsDefend
Hands-on proficiency in network defense, cryptography, Google Cloud Armor, and WAF configuration.
IT Essentials: PC Hardware and Software
May 2021Cisco Networking Academy
Comprehensive foundational certification covering computer assembly, hardware troubleshooting, operating system configuration, and networking basics.
Dean's List Honors
Jul 2023American International University-Bangladesh
Get In Touch
Whether you have a question, a potential project, or just want to say hi, my inbox is always open.
Location
Dhaka, Bangladesh