NajmosSalahin

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### I'm Md. Najmos Salahin ***I am a data enthusiast and self-taught developer in Bangladesh with a strong foundation in Python for data analysis, leveraging libraries like Pandas and NumPy to process and interpret datasets. I am fluent in English and Bangla, and possess basic Japanese language skills. My goal is to apply my analytical and communication skills to create robust, data-driven solutions and contribute to projects that require a keen eye for detail and a clear understanding of information.*** [](http://linkedin.com/in/md-najmos-salahin-185106371) [](https://osu.ppy.sh/users/37290297) [](https://enka.network/u/Najmus/1eyg6m/10000032/4372349/) 
 [](mailto:najmossalahin.adib@gmail.com) [](https://github-readme-stats.vercel.app/api?username=NajmosSalahin&hide_title=false&hide_border=true&show_icons=true&include_all_commits=true&line_height=20&bg_color=0,EC6C6C,FFD479,FFFC79,73FA79&theme=graywhite&locale=cn) [](https://github.com/cxyfreedom?tab=followers) --- ### Education * **B.Sc. in Statistics and Data Science** | Islamic University, Kushtia (2025–Present) * **Key Courses:** Introduction to Statistics and Data Science, Computer Fundamentals and Task Oriented Software, Data Analysis Using MS Excel and Minitab, Elementary Probability * **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 --- ## My Toolbox

Languages

General & Tooling

Python Ecosystem

Data Science (R)

Java & JVM

Infrastructure & DevOps

AI & Machine Learning

Database & Storage Solutions

Web Development & Visualization

Testing, Monitoring & IDEs

Business Process & Design

Media & Audio

Connect with me & Collaborate

* **Open to Discussion On:** * **Effective Data Storytelling:** How to create compelling visualizations and narratives that communicate complex data insights to a non-technical audience. * **The MLOps Lifecycle for Beginners:** Discussing the practical steps involved in taking a machine learning model from a jupyter notebook to a deployable application. * **Best Practices in Data Cleaning:** Sharing tips and techniques for handling real-world, messy datasets and ensuring data integrity. ## GitHub Stats

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--- ### Currently Working On & Learning * **Currently Working On:** * **Customer Churn Analysis:** Applying **Pandas** and **Matplotlib** to a real-world dataset to identify key factors influencing customer attrition and build a comprehensive report. * **Sales Forecasting:** Using time-series analysis techniques to predict future sales, showcasing my ability to handle time-based data and generate actionable business insights. * **Exploratory Data Analysis (EDA) on a public dataset (e.g., Kaggle):** Focused on cleaning messy data, handling missing values, and generating visualizations to uncover hidden patterns and trends. * **Currently Learning:** * **Core Machine Learning Concepts:** Diving deep into the theory behind **supervised** (e.g., Linear Regression, Logistic Regression, Decision Trees) and **unsupervised** (e.g., K-Means Clustering) learning algorithms. * **Statistical Analysis:** Gaining a deeper understanding of probability, hypothesis testing, and statistical significance to ensure my data-driven conclusions are robust and reliable. * **Data Analysis and Preprocessing:** Mastering advanced techniques for data cleaning, feature engineering, and dimensionality reduction to prepare datasets for modeling. --- ### My Works * **[LinkVault - Enhanced Bookmark Manager](https://github.com/NajmusAdib/Link_Vault)**: A modern, client-side web application for organizing and managing web links with drag-and-drop reordering, intelligent data fetching, and flexible import/export options. Built with HTML, CSS, JavaScript, and Local Storage. * **[Kana Learning - Japanese Kana Trainer](https://github.com/NajmusAdib/Ai_Kana_Learning_Tool)**: An interactive web application designed to help users learn and practice Japanese Hiragana and Katakana characters. Features include character drills, quizzes, and progress tracking. * **[Kanji Tool - Kanji Learning Tool](https://github.com/NajmusAdib/Kanji_Tool)**: A web-based tool for exploring and learning Japanese Kanji which provides a clean, searchable, and filterable interface to a comprehensive database of over 13,000 Kanji characters. * **[Word-Explorer - Vocabulary Checker Website](https://github.com/NajmusAdib/Word-Explorer)**: This Website provides detailed word information (definitions, synonyms, antonyms, pronunciation) and AI-powered content (stories, usage tips, quizzes, etymology, translations, word families, idioms, collocations). Users can also save and manage vocabulary lists for future reference. * **[Zenith_Tracker - Personalized Habit and Mood Tracker](https://github.com/NajmusAdib/Zenith_Tracker)**: A web application designed to empower individuals in their journey towards holistic well-being. This intuitive tool helps users seamlessly track and improve essential aspects of their daily lives, including mood, habits, hydration, and sleep, by providing personalized insights and actionable recommendations. --- ### Employer? > [!IMPORTANT] > Download my resume <img width=100% src="https://capsule-render.vercel.app/api?type=waving&color=8c8b4e&height=120&section=footer" alt="footer"/>