Building AI automation tools for students and universities. LLM apps, data extraction, and real-world edtech systems.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
gsc-bing-mcp
February 18, 2026 – Present
MCP server for Google Search Console & Bing Webmaster Tools — no API keys needed for GSC, uses Chrome session
View ProjectMistral-7B-Indian-University-Guidance
January 25, 2026 – Present
A specialized AI model providing comprehensive guidance to Bangladeshi students seeking admission to Indian universities
View ProjectBDLawCorpus
December 30, 2025 – Present
Browser-based archival snapshot tool for capturing DOM-rendered legal text from bdlaws.minlaw.gov.bd for academic research. Not a legal database.
View ProjectSetForge
July 28, 2025 – August 28, 2025
A production-ready tool for generating high-quality Q&A datasets for Mistral 7B fine-tuning, specifically designed for Bangladeshi educational content and Indian university guidance.
View ProjectWebScrape
July 17, 2025 – August 19, 2025
A powerful Chrome extension that extracts and preprocesses webpage content for LLM training and analysis. Features intelligent text cleaning, content categorization, and multiple output formats.
View ProjectStudyAbroadGPT
April 1, 2025 – Present
StudyAbroadGPT is a specialized language model based on Mistral-7B, fine-tuned to provide accurate and structured information about studying abroad. This repository contains the training pipeline, evaluation framework, and technical documentation.
View Projectstudy-abroad-dataset
February 22, 2025 – Present
A comprehensive system for generating high-quality conversational datasets focused on study abroad topics, with built-in quality monitoring and validation.
View ProjectEduPath-AI
November 24, 2024 – August 6, 2025
EduPath AI is a modern, AI-powered platform designed to help students navigate their international education journey. Built with React, TypeScript, and Tailwind CSS, it offers personalised university recommendations and comprehensive study abroad guidance.
View ProjectAudioMasterTool
September 28, 2024 – September 28, 2024
AudioCraft is an audio processing tool that allows users to download audio from YouTube or Google Drive, separate vocals from instruments, remove silence, and split cleaned audio into chunks. Ideal for musicians and content creators, it streamlines audio manipulation for high-quality results in an easy-to-use format.
View ProjectAI-Cover-Generator
September 25, 2024 – September 25, 2024
A Colab-based AI tool for generating custom music album covers using deep learning models. This project leverages pre-trained models to produce visually striking and unique artwork, perfect for musicians, content creators, and designers.
View ProjectCultural Fit Analysis
The candidate's projects are diverse within the AI/ML and web development domains, indicating a broad interest in technology. The focus on educational guidance and legal text processing suggests an interest in impactful applications. However, the projects are all personal, and there is no information on collaborative work or experience in a team environment, which is crucial for cultural fit in most organizations. The target role is Data Scientist, and while the projects align with AI/ML aspects, there's less explicit demonstration of statistical analysis, experimental design, or traditional data science methodologies.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual, capable of independent project execution. The focus on practical applications of AI suggests a problem-solving mindset. However, without psychometric test results or interview data, it is difficult to assess stress handling, teamwork, or communication clarity in a professional setting.