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Assessing your cultural and operational fit
github-portfolio-website
June 7, 2026 – Present
github-portfolio-website — GitHub repository
View ProjectEmpowering-Blind-Individuals-Audio-Books-
June 7, 2026 – Present
An AI-powered accessibility system that converts images and PDF content into audio for visually impaired users. The project uses OCR (Tesseract) to extract text, BLIP for image captioning, GPT-based processing for enhanced explanations, and gTTS for text-to-speech conversion, enabling easy access to educational and visual content through audio.
View ProjectEffect-of-immediate-holidays-and-climate
June 6, 2026 – Present
A Data Analysis and Visualization project that investigates the impact of holidays, temperature, and rainfall on university attendance using Python, Pandas, Matplotlib, and Seaborn.
View ProjectElective-Recommendation-System-University-Project
May 13, 2025 – Present
This project enhances SAR (Synthetic Aperture Radar) imagery by colorizing grayscale images using a CNN trained in the Lab color space. It features a Tkinter-based GUI for real-time image processing, dataset selection, and output preview. The system boosts SAR image interpretability for remote sensing and geospatial analysis.
View ProjectSpam-Detector-Bert-based-
October 26, 2024 – October 26, 2024
This repository uses BERT to build a spam email detection model. It includes data preprocessing, model training, evaluation, and visualization of results. By accurately classifying emails as spam or legitimate, this project aims to enhance email security and user experience.
View ProjectSAR-Image-Coloriazation-For-Comprehensive-Insight-Using-Deep-Learning-Model-Capstone-Project
October 19, 2024 – January 21, 2025
To improve the elective selection process at Presidency University, this project aims to develop a system that recommends electives based on student preferences, facilitates peer grouping, and assists HODs in creating balanced distribution plans.
View Projectautomobile_website_for_car-_and_bike
August 5, 2024 – August 5, 2024
I have created a website for an automobile showroom to sell bikes and cars. The website includes options for cars, bikes, new models, applying for repairs, and purchasing accessories. I built the website using HTML, CSS, JavaScript, and AngularJS. I plan to update the website in the future to make it more user-friendly and attractive.\
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, many of which align with the Data Scientist role. The diversity of projects (from web development to AI/ML) suggests a broad interest, but also a potential lack of deep specialization in a single area. The absence of professional experience or team projects makes it difficult to assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work on self-directed projects, but collaboration, stress handling, and work attitude cannot be evaluated without psychometric test results or interview data.