Nafiul Islam

Nafiul Islam

Trying to build something meaningful.

I explore data like a detective and build solutions like an engineer. From messy datasets to intelligent models, I turn curiosity into impact.

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About Me

Every dataset tells a story—my job is to find it. As a Data Science student at United International University, I've developed a deep fascination for uncovering patterns that others might miss.

My toolkit revolves around Python and its powerful ecosystem—NumPy for computations, Pandas for data wrangling, and visualization libraries that bring numbers to life. Whether it's exploratory data analysis or building end-to-end ML pipelines, I approach each challenge with curiosity and precision.

Beyond the classroom, I channel my energy into projects that solve real problems. From analyzing road safety patterns across Bangladesh to building voting systems with Django, I believe in learning by doing. The terminal is my canvas, and every line of code is a brushstroke toward something meaningful.

Academic Foundation

Pursuing Data Science at UIU

Code Craftsman

Python-first problem solver

Data Storyteller

Turning numbers into narratives

Continuous Learner

Growing one project at a time

Skills & Technologies

A curated toolkit honed through projects, coursework, and late-night coding sessions

Languages

The foundation of everything I build

PythonPrimary language for data & backend
MySQLDatabase design & queries

Data Science Stack

Tools that power my analytical work

NumPyNumerical computing
PandasData manipulation & analysis
MatplotlibStatic visualizations
SeabornStatistical graphics
StreamlitInteractive data apps

Dev Tools

Essentials for version control & deployment

GitVersion control
GitHubCollaboration & CI/CD
LinuxCommand line proficiency

Featured Projects

A glimpse into my work—each project represents a problem I wanted to solve and the lessons I learned along the way

Road Accident Analysis
An in-depth exploration of road safety data spanning 65 districts across Bangladesh. This project transforms raw government statistics into compelling visual narratives, revealing trends, hotspots, and potential interventions for policymakers and researchers.

Processed multi-year datasets, built interactive visualizations, and generated actionable insights for road safety awareness.

Data AnalysisVisualizationPythonEDA
Vote Pro
A production-grade electronic voting platform engineered with security and transparency at its core. Built on Django 4.2 with MySQL, it handles the complete election lifecycle—from candidate registration to real-time result tallying.

Implements secure authentication, prevents duplicate voting, and provides an intuitive admin dashboard for election management.

DjangoMySQLPythonFull-Stack

Let's Connect

Whether you have a project idea, a collaboration opportunity, or just want to chat about data science—I'm all ears

Open to opportunities

Got something in mind?

I'm always excited to work on projects that challenge me and create real impact. Whether it's a data analysis project, a web application, or something entirely different—let's discuss how I can contribute.

Powered by curiosity and copious amounts of tea