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Assessing your cultural and operational fit
Rice-Leaf-Disease-Detection
May 30, 2026 – Present
An AI-powered Telegram bot that helps Bangladeshi rice farmers identify leaf diseases instantly and receive treatment advice in Bangla.
View Projectbug_tracker
April 23, 2026 – Present
A web-based bug tracking and issue management system built with PHP, MySQL, HTML, CSS, and JavaScript.
View ProjectMango_leaf_Disease_Detection_ResNet50
March 19, 2026 – Present
ResNet50 with transfer learning classifies 8 mango leaf diseases. The cleaned and balanced dataset was used to train a high-accuracy model. Performance is evaluated with accuracy, confusion matrix, and classification report, and LIME highlights image regions influencing predictions.
View Projectspam_sms_detector
March 14, 2026 – Present
This project focuses on building an intelligent SMS classification system for the Bangla language, aiming to enhance mobile communication security and user safety.
View ProjectSales-Data-Analysis
September 15, 2025 – September 15, 2025
This project was developed using Power BI. The dataset was sourced from a database schema, where anomalies and duplicate records were identified and removed. The cleaned data was then summarized and visualized through sales trends and market-based plots.
View ProjectBirthday_reminder
February 2, 2025 – February 3, 2025
The Birthday Reminder App helps users keep track of their friends' upcoming birthdays. It doesn't provide notifications or alerts, but it displays a list of upcoming birthdays so users can stay aware of important dates. With a simple and user-friendly interface, the app ensures that no special day is forgotten.
View ProjectDodge_Master
January 31, 2025 – February 7, 2025
Dodge Battle is a retro-style arcade game where players control BoxBob, a student so bored that he put himself inside a box to escape studying! Now, he must dodge incoming alphabets flying from his Slide and Notes. Test your reflexes and keep BoxBob safe for as long as possible!
View ProjectPortfolio
January 30, 2025 – January 30, 2025
A portfolio website built with React to showcase certifications, skills, and contact details, featuring seamless and smooth navigation.
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a diverse range of personal projects, including web development, game development, and data science applications. This breadth suggests adaptability and a willingness to learn across different technical stacks. The focus on real-world problems, such as disease detection for farmers and spam SMS detection, indicates a problem-solving mindset and potential for impact. The projects align well with a data scientist role, demonstrating an interest in applying AI/ML to practical scenarios. However, the lack of professional experience or team projects makes it challenging to fully assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies. The variety of personal projects suggests curiosity and a willingness to explore different domains. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional setting.