Research

Engaged in independent research, continuously exploring and analyzing topics of interest while developing new insights and practical understanding

Publications & Papers

Research contributions and academic work

A Decentralized Framework for Government Issued NID using Self Sovereign Identity
Thesis

Supervisor: Dr. Jannatun Noor Mukta

Co-authors: Nihal Islam, Noshin Tabassum

Abstract:

As digital identity becomes foundational to accessing public services, ensuring national security, and safeguarding individual autonomy, conventional centralized identity systems reveal significant limitations in privacy, interoperability, and user control. These systems depend heavily on centralized authorities, placing sensitive personal information at risk of breaches, unauthorized access, and misuse. Additionally, they lack interoperability across platforms, leading to fragmented and inefficient identity verification processes. Most critically, users remain passive participants with minimal control over their own data. Addressing these challenges, this paper proposes a decentralized identity framework grounded in the principles of Self-Sovereign Identity (SSI)...

Self-Sovereign Identity (SSI)
National ID (NID)
Verifiable Credentials (VC)
Decentralized Identifiers (DID)
Blockchain
Ethereum

Research Projects

Academic projects and learning initiatives

Sentiment Analysis of Social Media Data
July 2025
NLP
In Progress

Conducted a sentiment analysis project on a dataset of social media posts (e.g., Twitter or Reddit) related to a specific topic. Utilized basic NLP techniques to classify sentiment (positive, negative, neutral) and visualize trends. This project served as an introduction to data collection, text preprocessing, and basic machine learning model application.

NLP
Text Preprocessing
Supervised Learning
Data Visualization

Collaborators

Independent Research Project

Research Blogs

Exploratory essays, critiques, and theoretical ideas on technology and computing.

When Time Isn't Universal: The Brilliance of Lamport's Logical Clocks (1978)

Imagine a world where "before" and "after" aren't always clear. This isn't a philosophical musing, but a very real problem in distributed systems networks of independent computers that communicate by sending messages. When each computer has its own c...

Paper Review
research-writeup
distributed system
concurrency
logical clock
algorithms
The Genesis of AI: Understanding McCulloch & Pitts' 1943 Neuron Model

Before "AI" was a buzzword, before silicon chips powered our world, a groundbreaking paper laid the conceptual cornerstone for artificial neural networks. In 1943, neurophysiologist Warren McCulloch and logician Walter Pitts published "A Logical Calc...

Paper Review
research-writeup
AI
neural networks
history of ai
Machine Learning
Understanding PageRank: A Simple Walk Through Web Authority

PageRank is an algorithm designed to measure the importance of web pages. Rather than simply counting links, it assigns weight to links based on their source, making it more difficult to game than naive link counting. Originally developed as part of ...

research-writeup
Paper Review
algorithm
web search
Data Science

Interested in Collaboration?

As a novice researcher, I'm eager to learn from experienced researchers and collaborate on interesting projects. Whether you're looking for a research assistant, have a project idea, or want to mentor someone new to the field, I'd love to connect!