keggle

Fruits Vegetable Classifier with keggle datasets using CV

This project uses a Convolutional Neural Network (CNN) to recognize American Sign Language (ASL) hand gestures from images. It classifies alphabet signs (A–Z) numbers(0-9), with training, evaluation, and testing components to support real-time gesture-to-text conversion — enhancing communication for the hearing- and speech-impaired.

Realistic synthetic Bangladesh HR analytics portfolio with 13 CSV datasets, 13 Excel workbooks, 186 documented fields, interactive dashboards, Kaggle metadata and a Python EDA notebook.

This project, analyzes a dataset of sustainable fashion trends for 2024. It includes data preprocessing, exploration, visualization, and insights on environmental impact factors such as carbon footprint, water usage, waste production, and sustainability practices.

Support Vector Machine (SVM) models on Kaggle Breast Cancer dataset. Includes data cleaning, linear vs RBF comparison, hyperparameter tuning with GridSearchCV, ROC-AUC, and confusion matrix.

Six practicals built in IBM Cognos Analytics using sample RetailPulse data. They cover a grouped list report, region and date filters with a reusable prompt, a region by product category crosstab, and a customer insights dashboard with a summary card, line chart, bar chart and region filter. Datasets are synthetic, made for practice.

Identificação de doenças em folhas de maçã, utilizando rede neural convolucional. Identificando as folhas que estão saudáveis, as que estão infectadas com a ferrugem da macieira, as que têm sarna da macieira e as que têm mais de uma doença.

Keggle - Bike Share Demand - Competition

Finetune LLMs to Predict Human Preference using Chatbot Arena conversations

Utilização da arquitetura de rede neural convolucional Xception para classificação de imagens de cães e gatos, a partir do dataset do keggle.

Fine-tuning BanglaT5 on XL-Sum Bengali for news summarization. Test ROUGE-L 24.99 vs 15.74 for the Lead-22 baseline.