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NajmosSalahin/README.md

Md. Najmos Salahin

Data Scientist & Developer

I am a Statistics & Data Science undergraduate at Islamic University, Bangladesh.

I don't just analyze data; I build full applications to solve actual problems.
My background in Statistics and Data Science gives me a strong mathematical foundation and 
Advanced Programming Knowledge, and my problem solving skills let me build the solution.



My Tech Stack

I focus on Python for backend/data and JavaScript for frontend.

Domain Technologies
Data Science Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-Learn
Web Backend Django, Flask, FastAPI
Programming Language Python, C++, C#, JavaScript
Web Frontend JavaScript, HTML5, CSS3, Tailwind
Database MySQL, PostgreSQL, SQLite
Tools Git, Docker, Jupyter Notebooks

Certifications

Applied Data Analysis with SPSS

Issuer: Islamic University Science Club (IUSC) & StatX
Date: October 2023
Registered by: Ministry of Science and Technology

SPSS Training

  • Scope: Completed an 14-days intensive hands-on training program focused on practical data analysis.
  • Key Skills: Applied statistical methods, dataset management, and output interpretation using SPSS.

Education

  • B.Sc. in Statistics and Data Science | Islamic University, Kushtia (2025–Present)
    • Key Courses: Data Analysis, Machine Learning, Artificial Intellegence, Advanced Python Programming
  • Higher Secondary Certificate (HSC) | Dhaka Imperial College, Dhaka (2023–2025)
    • GPA: 5.00/5.00
  • Secondary School Certificate (SSC) | National Ideal School, Dhaka (2020–2022)
    • GPA: 5.00/5.00

Featured Projects

The Problem: Generic health apps store data but lack correlation.
The Solution: A personalized dashboard that connects the dots between mood, hydration, and sleep cycles.

Python Django JavaScript SQLite

  • Core Logic: Implements custom data visualization to reveal biological rhythm trends.
  • Architecture: Scalable Django backend with interactive JS frontend.

The Problem: Rote memorization of vocabulary rarely leads to retention.
The Solution: An AI-driven tool that embeds new words into dynamic stories and quizzes, forcing active recall through context.

Python NLP APIs

  • Core Logic: Uses Natural Language Processing to generate unique usage scenarios for every search.
  • Impact: Transforms static dictionary definitions into an interactive learning experience.

The Problem: Searching through thousands of complex logographic characters is slow and cumbersome.
The Solution: A heavily optimized search interface for 13,000+ characters with instant filtering capabilities.

Algorithms Database

  • Core Logic: Implements advanced search algorithms to handle large-scale dataset filtering in real-time.
  • Performance: Zero-latency lookup for complex character sets.

The Problem: Browser bookmarks are cluttered and difficult to organize visually.
The Solution: A drag-and-drop interface offering complete control over your digital resources without server reliance.

HTML5 CSS3 Local Storage

  • Core Logic: Client-side persistence architecture ensures data privacy and offline accessibility.
  • UX Design: Modern grid layout with intuitive drag-and-drop organization.

Thanks for visiting. If you want to discuss Machine Learning, Artificial Intelligence, Natural Language Processing or Python, C++ development, feel free to Email me.


Employer?

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  1. Kana_Learning_Tool Kana_Learning_Tool Public

    This is a lightweight and interactive web application designed to facilitate the learning of Japanese Hiragana and Katakana characters. It provides a user-friendly interface where learners can expl…

    HTML 2

  2. startpage startpage Public

    Forked from kencx/startpage

    Custom browser startpage

    HTML 9 8

  3. Kanji_Tool Kanji_Tool Public

    A web-based tool for exploring and learning Japanese Kanji. Kanji Vault provides a clean, searchable, and filterable interface to a comprehensive database of over 13,000 Kanji characters, making it…

    HTML 4

  4. Zenith_Tracker Zenith_Tracker Public

    A comprehensive web-based personal well-being application designed to help users track and improve their daily habits and mood. Features include mood logging, habit tracking, hydration monitoring, …

    HTML 2

  5. datguypiko/Firefox-Mod-Blur datguypiko/Firefox-Mod-Blur Public

    Firefox CSS Theme - For dark theme lovers / More compact / Modular / Blur

    CSS 1.7k 74