Amlan Das

My Portfolio

A selection of projects that showcase my skills, creativity, and passion for building innovative solutions.

Apple Leaf Disease Detection using Deep Learning (CNN & Transfer Learning)
Apple Leaf Disease Detection using Deep Learning (CNN & Transfer Learning)
Building and evaluating deep learning models for the detection and classification of various diseases in apple leaves using image data. The goal is to accurately identify different disease types to aid in early diagnosis and management.
PythonpytorchComputer VisionResNet50CNN
VibeCheck - Text Summarizer & Sentiment Analyzer
VibeCheck - Text Summarizer & Sentiment Analyzer
VibeCheck is a simple yet powerful web application that utilizes Natural Language Processing (NLP) to summarize text and analyze its sentiment.
StreamlitTransformersDistilBERTNLPSentiment Analysis
PDF Image Extractor
PDF Image Extractor
This repository contains the Streamlit-based version of the PDF Image Extractor. It allows users to upload PDF files, extract images from them, and display the extracted images directly in the web application.
PythonStreamlitFlaskHTML
PowerBI-Dashboards
PowerBI-Dashboards
A collection of Power BI dashboards demonstrating proficiency in data modeling, DAX, and visualization techniques.
Power BIDAXVisualizationBI
Stock Price Forecasting using the ARIMA model
Stock Price Forecasting using the ARIMA model
Develop Stock price forecasting using the ARIMA model. The model was tested on three stocks: EXX5, IQQE, and IUS4.
PythonARIMATime SeriesForecasting
Predicting Customer Insurance Costs: Uncovering the Drivers of Insurance Costs with XAI
Predicting Customer Insurance Costs: Uncovering the Drivers of Insurance Costs with XAI
Predict customer healthcare costs using machine learning and explainable AI to uncover the key drivers of insurance costs.
Machine LearningXAIExplainable AIRandom Forest
Forest Fire Prediction
Forest Fire Prediction
Exploratory Data Analysis (EDA) and implementation of Machine Learning algorithms on the Algerian forest fires dataset.
Explatory Data Analysis (EDA)Machine LearningXGBoost
Movie Recommendation System
Movie Recommendation System
End To End Machine Learning Implementation of a movie recommendation system.
Recommender SystemScikit-learnNLTKNLP
Web Development Project
Web Development Project
My first web development project. I aimed to create a modern and stylish website using HTML, CSS, and Bootstrap.
HTMLCSSBootstrapWeb DevelopmentJavaScript