Cyber Security Expert

MD.MASUD RANA

Aspiring AI Engineer & Researcher

B.Sc. in Computer Science & Engineering |
AI & NLP Researcher | Full-Stack Developer | IoT Enthusiast

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About Me

Cyber Security Expert & Passionate Engineer

Hello, I am Md. Masud Rana.

I have completed my B.Sc. in Computer Science and Engineering from Daffodil International University (DIU). I am passionate about Machine Learning, Artificial Intelligence, Natural Language Processing (NLP), and IOT, with a strong focus on research and real-world problem solving. I enjoy exploring innovative ideas, solving complex problems, and gaming. With a naturally curious mindset and a positive attitude, I am highly motivated to continuously improve both my technical and soft skills.

I actively write on Blog sharing knowledge.

Name: Md. Masud Rana
BORN: 3rd December ****
Education: B.Sc. in CSE
Email:
Artificial Intelligence Natural Language Processing (NLP) Machine Learning Game Development Problem Solving Full-Stack Development IoT & Smart Systems Web Security Ethical Hacking

Education Timeline

B.Sc. in Computer Science & Engineering

2021 – 2025

Daffodil International University

Focused on Artificial Intelligence, Machine Learning, IoT, Networking, and Software Engineering.

Higher Secondary Certificate (HSC)

2018 – 2020

Govt. Aftabgonj Degree College, Aftabgonj

Science Group. Completed with distinction.

Secondary School Certificate (SSC)

2012 – 2017

Oxford Residential School and College, Dinajpur

Science Group. Foundation in mathematics and physics.

Skills & Expertise

Artificial Intelligence • Machine Learning • IoT • Networking • Software Engineering

Artificial Intelligence & Machine Learning

Machine Learning Deep Learning Computer Vision Natural Language Processing (NLP) Bangla NLP Transformer Models (T5) Tokenization Data Preprocessing Data Analysis & Visualization Model Fine-tuning & Training TensorFlow PyTorch Scikit-Learn

Software Engineering & Web Development

Frontend: HTML5, CSS3, JavaScript, Bootstrap
Backend: PHP (Laravel), Python (Django, Flask)
Database: MySQL, SQLite
Core Software Engineering: Data Structures & Algorithms, System Design Basics
API & Backend: API Development, REST API, Authentication

IoT & Smart Systems

ESP32 Programming ThingSpeak Embedded Systems IOT Data Communication Smart Agriculture Arduino Raspberry Pi MQTT Protocol Sensor Data Processing IoT Security Automation

Cybersecurity & Ethical Hacking

Penetration Testing Vulnerability Assessment Web App Security Network Security Secure Coding Incident Response AI Threat Detection

Tools & Technologies

Git & GitHub Linux (Ubuntu) Kaggle Google Colab Jupyter Notebooks Docker Postman (API Testing) VS Code Excel Power BI

Projects & Research

Real-World Applications • Research-Driven • Secure & Scalable

Web Application

Money Exchange System

A professional link management tool featuring real-time analytics, QR code generation, and secure Google Authentication.

JavaScript Firebase Firestore Analytics
Live Demo
Web Application

HelloDr – Virtual Healthcare

Secure platform connecting patients with certified doctors. Features real-time video calls and encrypted messaging.

PHP MySQL JavaScript PHPMailer
Code Details
NLP & Machine Learning

DocMind-ChatBot

DocMind is a fully local and private Retrieval-Augmented Generation (RAG) document chatbot built using FastAPI, LangChain, FAISS, and Ollama. It allows users to upload various document types and ask natural language questions, receiving accurate answers with source references -all running offline using Ollama.

Python NLP NLTK Hugging Face Transformers Machine Learning FastAPI LLM FAISS Ollama Local & Private
Code Demo
IoT Systems

EcoSense IoT Monitor

Developed a real-time IoT monitoring system using ESP32 to collect and analyze environmental data including soil moisture, water level, gas leakage, and motion detection. Integrated cloud-based visualization via ThingSpeak and implemented automated buzzer alerts for abnormal conditions.

ESP32 ThingSpeak IoT Sensors C++
View Circuit
Web Application

Hotel Management System

A Python-based system for managing hotel bookings, customers, and billing with CRUD operations and database handling.

Python MySQL File Handling OOP
Code
IoT Systems

IoT Smart Home System

Safety-focused automation featuring fire detection, password locks, and WiFi appliance control.

Arduino ESP8266 Servo Security
Explore Projects

More projects and research work available on my GitHub Profile.

Publications & Research

Peer-Reviewed Research • AI • NLP • Machine Learning • Computer Vision

[1]
Accepted NLP

Reasoning Over Context in Bangla: A Generative QA Approach to Factoid Understanding Using LLM

Md. Masud Rana, Md Rabbilhasan Piyas, Pronoy Kumar Mondal, Md Sazzadur Ahamed, Jobayer Shikder, Md. sadekur Rahman.

THE 16th INTERNATIONAL IEEE CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT)

July 2025 |IIT - Indore, Madya Pradesh, India

[2]
Published NLP

Low-Resource Language Summarization: A Study of Bangla Using T5 architecture

P. K. Mondal, Md. Masud Rana, Bibakananda Roy Shuvo, Kawshik A. Ornob, Abdus Sattar, Md. Sadekur Rahman

DOI: 10.1109/ECCE64574.2025.11013501

4th International Conference on Electrical, Computer and Communication Engineering

Chattogram, Bangladesh

[3]
Published NLP

Breaking the Fake News Barrier: Deep Learning Approaches in Bangla Language

P. K. Mondal,Sadman Sadik Khan, Md. Masud Rana, Shahriar Sultan Ramit, Abdus Sattar, Md. Sadekur Rahman

DOI: 10.48550/arXiv.2501.18766

THE 15th INTERNATIONAL IEEE CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT)

Mandi, Himachal Pradesh, India

A comprehensive list of my academic publications and citation metrics is available on my profile.

Google Scholar

Experience

Research • Projects • Leadership • Technical Growth

2024 – 2025
Vice President & Junior Researcher

DIU NLP & ML Research Lab

Daffodil International University (DIU)

  • Conducted research in Natural Language Processing (NLP) and Machine Learning.
  • Worked on low-resource Bangla NLP tasks, including dataset development and transformer-based models (T5 architecture).
  • Contributed to ongoing research projects and academic collaboration within the lab.
  • Conducted training sessions for junior students on Python with Machine Learning fundamentals, including data preprocessing, model training, Evaluation and practical AI project development.
2022 – Present
Cybersecurity

Security Researcher

Academic & Project-Based

  • Hands-on Penetration Testing & Web App Security.
  • Implemented AI-powered threat detection concepts.
  • Focused on secure coding and data protection.
2021 – Present
Development

Full-Stack Developer

Academic & Personal Projects

  • Projects: Web Apps, Hotel Management System, E-commerce, Academic Systems
  • Frontend: HTML, CSS, JavaScript
  • Backend: Python (Django), PHP (Laravel)
  • Database: MySQL, SQL, SQLite, NoSQL (basic)
  • Languages: Python, C, C++, Java
2022 – Present
IoT Systems

IoT Developer

Academic Projects

  • Designed ESP32/Arduino environmental monitors.
  • Smart Home automation using MQTT & sensor data.
  • Emphasis on automation and data visualization.
2024 – 2025
Leadership

Organizer

CD-2024 & NDAC-2025

  • Managed national-level Data Analytics competitions.
  • Coordinated participants, judges, and technical workflows.

Certifications & Achievements

Professional Training • Competitions • Recognition

Professional Training

May 2024 – Feb 2025

Python with Machine Learning

Jagannath University (EDGE Project, BCC)

80-hour training on ML algorithms, data analysis, and Python automation.

Top Performer

Big Data & IoT Lab – Highest Mark

Daffodil International University (DIU)

Collected IoT sensor data and applied machine learning models for predictive analysis.

Programming Contests

Contestant

DIU Take Off Contest

Solved algorithmic problems under time constraints.

Contestant

Unlock The Algorithm

Data structures and competitive programming challenge.

Contestant

Intra University Contest

Participated in university programming championships.

Languages & Volunteering

Communication • Leadership • Community Engagement

Languages

Bangla Native Proficiency
English Professional Proficiency

Leadership & Volunteering

Organizer

Crack Dataset (CD-2024)

National-Level Dataset Competition

Managed technical operations, coordinated with participants and judges to ensure smooth competition workflow.

Organizer

National Data Analytics Competition (NDAC-2025)

Strategic Planning & Execution

Contributed to the planning and evaluation processes, collaborating with industry mentors and academic leaders.

Get In Touch

Interested in AI, Cybersecurity, or IoT-based solutions? Let’s connect and build something impactful.

I’m open to collaborations in AI, Cybersecurity, IoT, and research-driven projects. If you have any feedback or suggestions on my work or portfolio, I’d really appreciate your feedback or suggestions. If something interests you, let’s connect and explore new ideas together. Feel free to reach out through the contact form or connect via my social profiles.

Email Me

contact@masud.aio.bd

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Official Website

masud.aio.bd