Amlan Das

Selected Works

A curated view into my analytical models, visualizations, and software projects.

Analyzing Car Reviews with LLMs

Analyzing Car Reviews with LLMs

Utilizing various pre-trained Hugging Face Large Language Models (LLMs) to perform several tasks related to car reviews.

PythonNLPLLMTransformers
Building RAG Chatbots for Technical Documentation

Building RAG Chatbots for Technical Documentation

A chatbot that can provide guidance to drivers based on the information contained within the manual.

PythonOpenAIRAGLangChain
Apple Leaf Disease Detection

Apple Leaf Disease Detection

Building and evaluating deep learning models for the detection and classification of various diseases in apple leaves using image data.

PythonComputer VisionResNet50
VibeCheck Sentiment Analyzer

VibeCheck Sentiment Analyzer

VibeCheck is a simple yet powerful web application that utilizes Natural Language Processing (NLP) to summarize text and analyze its sentiment.

StreamlitTransformersDistilBERT
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 and extract images.

PythonStreamlitFlask
PowerBI-Dashboards

PowerBI-Dashboards

A collection of Power BI dashboards demonstrating proficiency in data modeling, DAX, and visualization techniques.

Power BIDAXVisualization
Stock Price Forecasting

Stock Price Forecasting

Develop Stock price forecasting using the ARIMA model. The model was tested on three stocks: EXX5, IQQE, and IUS4.

PythonARIMATime Series
Predicting Customer Insurance Costs

Predicting Customer Insurance Costs

Predict customer healthcare costs using machine learning and explainable AI to uncover the key drivers of insurance costs.

Machine LearningXAIRandom Forest
Forest Fire Prediction

Forest Fire Prediction

Exploratory Data Analysis (EDA) and implementation of Machine Learning algorithms on the Algerian forest fires dataset.

EDAMachine LearningXGBoost
Movie Recommendation System

Movie Recommendation System

End To End Machine Learning Implementation of a movie recommendation system.

Scikit-learnRecommenderNLP
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.

HTMLCSSBootstrap