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fickya1987's Projects

adult-income-prediction icon adult-income-prediction

This project focuses on predicting the income of individuals based on a diverse set of demographic and socio-economic features. Using the Adult Income dataset, I used a Random Forest model to address this classification task.

agroforecast-pro icon agroforecast-pro

AI-driven web application for precise crop demand forecasting, utilising advanced technologies and data-driven methodologies to optimise resource allocation in the agricultural supply chain, fostering sustainable practices, and enhancing economic efficiency.

ai-auto-video-generator icon ai-auto-video-generator

An AI-powered storytelling video generator that takes user input as a story prompt, generates a story using OpenAI's GPT-3, creates images using OpenAI's DALL-E, adds voiceover using ElevenLabs API, and combines the elements into a video.

ai-fashion icon ai-fashion

"DressMeUp" project utilizes fashion images and color combinations to achieve image classification for clothing combinations. Algorithms include SGD (SVM), Passive Aggressive Classifier, ResNet50 CNN, and EfficientNetV2-S CNN with K-Means for color analysis. Achieved accuracy exceeds 90%. Built with Python, Scikit-Learn, TensorFlow, and Streamlit.

ai-logistics icon ai-logistics

Revolutionary Supply Chain Intelligence Software: Empowering smart and efficient operational management for supply chain companies

ai-powered-weather-forecast-app icon ai-powered-weather-forecast-app

This Streamlit application aims to provide weather forecasts by leveraging the OpenWeatherMap API and generate insightful responses using a Groq-hosted open-source AI model.

air-cargo-routing-and-scheduling icon air-cargo-routing-and-scheduling

A multi-objective non-linear model based on the Indian Air Cargo Industry covering the aspects of fleet assignment, rotation and route planning and scheduling;

air-quality-data-analysis-dicoding icon air-quality-data-analysis-dicoding

A data analysis and visualization project focused on air quality data. It includes code for data wrangling, exploratory data analysis (EDA), and a Streamlit dashboard for interactive data exploration. The project aims to provide insights into air quality patterns, correlations, and trends in a specific region based on available data.

airqualitywebapp icon airqualitywebapp

This Streamlit app provides an intuitive interface to explore air pollution data for any city worldwide. It utilizes the OpenWeatherMap API to fetch current and forecasted air quality information, offering valuable insights into pollution levels and trends.

amazon-reviews-management icon amazon-reviews-management

This project is a Streamlit-based web application designed for text data analysis. It provides users with various functionalities to analyze and manipulate text data from CSV files. Users can filter data by sentiment, find similar words, generate word clouds, and export data to Excel files while considering Excel's row limitations.

analytics_for_fashion_supply_management icon analytics_for_fashion_supply_management

This Streamlit dashboard provides a comprehensive analysis of supply chain data, focusing on key metrics such as production volumes, stock levels, order quantities, revenue, manufacturing costs, lead times, shipping costs, transportation routes, risk factors, and sustainability factors

aqi_graphs icon aqi_graphs

this project depicts line graphs between several climatic factors and pm2.5. it is basic and simple webapp made using streamlit.

audiomultifunctionchatbot icon audiomultifunctionchatbot

This app enabling users to either record or upload audio files. Then utilizing OpenAI API (Whisper, GPT4) generates transcriptions, summaries, fact checks, sentiment analysis, and text metrics. Users can also intelligently chat about their transcriptions with a GPT4 chatbot. Data is stored relationally in SQLite and also vectorized in Pinecone.

azure-search-openai-demo icon azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

bankruptcy-prevention---classification icon bankruptcy-prevention---classification

This Project is helpful in predicting the Bankruptcy Prevention Classification based on the available data. By implementing different Machine learning algorithms such as Logistic Regression, Naïve Byes , KNN , SVM , Decision Tree Classifier , Random Forest Classifier .

bookkeeping-app icon bookkeeping-app

A mockup bookkeeping app with basic functionality for demonstration purposes. It is built with Streamlit. Manage clients, invoices, and expenses. It's designed to help individuals or small businesses keep track of financial transactions and generate invoices.

business-analytics-dashboard-streamlit icon business-analytics-dashboard-streamlit

This repository contains the code for a Business Analytics Dashboard built with Streamlit. The dashboard provides various analytical tools and visualizations for policy data analysis, including summary statistics, trends, and progress tracking.

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