Hello, I'm

MD NAHIDUZZAMAN DIPU

A Passionate Machine Learning Engineer, Full-Stack Developer & Digital Strategist.

Empowering ideas into functional and scalable digital solutions through clean code and innovative design. I specialize in turning complex requirements into simple, elegant software.

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About Me

My Journey So Far

Hello everyone, my name is MD Nahiduzzaman Dipu, and I'm currently advancing my education in the field of Computer Science and Engineering (CSE) at Green University of Bangladesh.

My professional focus is highly versatile, covering several dynamic and interconnected areas. I have built strong skills in Full Stack Development, mastering both the technical and creative aspects of building modern applications. Additionally, I am keen on the future of technology, with competence in Machine Learning, and I also integrate design skills through Graphics and strategic thinking through Digital Marketing.

When I step away from my studies and coding, you'll often find me pursuing my passions for photography and traveling. I believe these hobbies give me a fresh perspective, helping me appreciate the details and tell stories—a trait I try to bring into my technical work as well.

Thank you.❤️

My Core Values

💡

Innovation

Always seeking new and better ways to solve problems.

📐

Excellence

Committing to high-quality code and meticulous design.

📚

Growth

Promoting continuous learning and skill acquisition.

🤝

Collaboration

Building strong relationships and transparent teamwork.

My Expertise

Years Experience

10+

Projects Completed

Research Running

10K+

Lines of Code

💻 Development & ML

🐍

Python

🧠

TensorFlow

📝

JavaScript

🗄️

MySQL

🔗

Node.js

🚅

Express.js

🍃

MangoDB

⚛️

React

🧱

HTML

🖌️

CSS

Machine Learning Mastery

Deep dive into my technical capabilities across the AI & Data Science lifecycle.

🐍 Python & Core Programming

Fundamentals & Structures

Expertise in Python Data Structures (Lists, Tuples, Sets, Dictionaries), Implicit type conversion, and Logic Flow (Control Statements & Loops).

Advanced Functional & OOP

Lambda, Map, Filter, Reduce, Decorators, and Generators. Full OOP implementation including Inheritance, Polymorphism, and Encapsulation.

📊 Data Engineering & Analytics

The Data Stack (NumPy & Pandas)

Multidimensional arrays, Broadcasting, DataFrames, Missing Value handling, and complex Joins/Merges for large-scale data manipulation.

Visualization & Stats

Advanced plotting with Matplotlib & Seaborn (Multivariate analysis, Boxplots). Foundation in Statistics: Mean/Variance, Analytics types (Nominal to Ratio).

🧠 ML Pipeline & NLP

Pre-processing & Reduction

Standardization, Normalization, Label Encoding, and Dimensionality Reduction (PCA) using Eigenvalues/Eigenvectors.

Natural Language Processing

Text cleaning, Stemming, Lemmatization, and Vectorization techniques like BoW and TF-IDF.

🚀 Algorithms & Deployment

Modeling Suite

Proficient in KNN, Naïve Bayes, Logistic/Linear Regression, Decision Trees, Random Forest, XGBoost, and K-Means Clustering.

Production & Cloud

Building RESTful APIs for models using Flask (GET/POST), testing with Postman, and deploying to Heroku for real-world usage.

NumPy Pandas Scikit-Learn TensorFlow Flask spaCy XGBoost EDA PCA

Explore My Kaggle Journey

I actively participate in data science competitions and share insights through open-source notebooks. Follow my progress in the world's largest data science community.

Visit My Kaggle Profile

📈 Digital Marketing

♾️

Meta Ads

📢

Google Ads

🔍

SEO

🧲

Lead Generation

🎨 Graphics Design

🖌️

Adobe Photoshop

✒️

Adobe Illustrator

🎨️

Canva

My Works

E-Commerce Website

WEB

JERSPORTSS

Business website built with HTML, CSS and JavaScript for a modern e-commerce experience.

HTML5 CSS3 JavaScript

Visit Site

T-shirt Design

ART

Graphics Design

Sports, Event and others T-shirt designed with Adobe Photoshop & Adobe Illustrator.

Photoshop Illustrator

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Meta Ads Campaign

Marketing

Digital Marketing

I deliver sales growth through strategic ad campaign management and precise audience targeting.

Audience Targeting Market analysis

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Whiteboard

APP

Real-Time

A real-time drawing application enabling multi-user collaboration using WebSockets for instant updates.

React Node.js Socket.io

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Data Pipeline

CLOUD

Serverless

Automated, cost-efficient pipeline for processing and analyzing large datasets using cloud functions.

AWS Lambda SQL

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CLI Tool

DEVOPS

Automation

Command-line utility for managing local environment setup, packaged with Docker for cross-OS compatibility.

Docker Bash Git

View Repo

Education & Certifications

B.Sc. in Computer Science & Engineering
Green University of Bangladesh, 2022 - Running
Currently in the final year of my Bachelor's degree. Deep focus on core CSE concepts, with practical experience in various university and personal projects.
Python Machine Learning Certification
Creative IT Institute, Since Sept 2025
Currently focusing on: Numpy, Pandas, Matplotlib, Seaborn, Statistics, Data Processing, KNN, Naïve Bayes, and foundational concepts before Deep Learning.
Full Stack Development Certification
Creative IT Institute, Oct 2023 - Jan 2025
Comprehensive training covering core web technologies: HTML, CSS, JavaScript, and relational databases like SQL.
Digital Marketing Certification
SR Dream IT, April 2023 - August 2023
Key skills acquired include: Meta Ad Campaign setup, Google Ad Campaign optimization, SEO strategies, and lead generation.
Graphics Design Certification
SR Dream IT, April 2023 - November 2023
Key skills acquired include: Adobe Photoshop, Adobe Illustrator, Canva.