Comprehensive directory of AI solutions with practical code examples and implementation guides.
Found 22 solutions available
Comprehensive fraud detection system using XGBoost ensemble with real-time feature engineering and threshold adaptation based on transaction patterns.
Project: Fraud Detection System for E-Commerce Payments
AI Tools: XGBoost, Apache Kafka, Redis, Elasticsearch, Python, Docker
Language: Python
Accuracy: 99%
Created: 7/9/2025
Deep learning solution using ResNet architecture for automated detection of pneumonia, fractures, and tumors in medical images with DICOM integration.
Project: Automated Medical Image Analysis for Radiology
AI Tools: TensorFlow, ResNet, DICOM, OpenCV, CUDA, Docker
Language: Python
Accuracy: 96%
Created: 7/8/2025
Computer vision system using multispectral imaging and NDVI analysis to detect crop diseases, nutrient deficiencies, and optimize irrigation patterns.
Project: Smart Agriculture Crop Monitoring with Drones
AI Tools: OpenCV, NDVI, Drone SDK, Python, GIS, Machine Learning
Language: Python
Accuracy: 92%
Created: 7/7/2025
Advanced video surveillance system using YOLOv8 for object detection, facial recognition, and behavioral analysis with real-time alerting capabilities.
Project: Intelligent Video Surveillance for Smart Cities
AI Tools: YOLOv8, OpenCV, Face Recognition, Redis, WebRTC, Python
Language: Python
Accuracy: 94%
Created: 7/6/2025
AI-Powered Document PipelineThis solution implements a comprehensive document processing workflow using state-of-the-art AI models for optical character recognition (OCR) and natural language processing (NLP).Architecture OverviewDocument Ingestion: Multi-format file upload with preprocessingAI Processing Engine: OCR + NLP extraction pipelineData Validation: Automated quality checks and error handlingOutput Management: Structured data export in multiple formatsThe solution is designed for high-throughput enterprise environments with robust error handling and monitoring capabilities.
Project: Document Processing & Information Extraction Pipeline
AI Tools: Tesseract OCR, SpaCy NLP, PyPDF2, Pandas, scikit-learn, FastAPI
Language: Python
Accuracy: 88%
Created: 7/5/2025
Enterprise document processing solution using Azure Form Recognizer for OCR and layout understanding, combined with Azure Document Intelligence for complex document analysis. Includes automated workflow routing, compliance validation, and seamless SharePoint integration.
Project: Document Processing & Information Extraction Pipeline
AI Tools: Azure Form Recognizer, Azure Document Intelligence, Azure Logic Apps, SharePoint, Power Automate
Language: Python
Accuracy: 95%
Created: 7/5/2025
Scalable time series forecasting solution using TensorFlow for LSTM models, Google BigQuery for data warehousing, and Cloud Functions for real-time inference. Includes automated feature engineering, model versioning, and comprehensive business intelligence dashboards.
Project: Inventory Demand Forecasting with Dynamic Pricing
AI Tools: TensorFlow, Google BigQuery, Cloud Functions, Google Cloud ML, Looker Studio
Language: Python
Accuracy: 83%
Created: 7/5/2025
Enterprise cloud solution using AWS SageMaker AutoML for automated model selection and hyperparameter tuning. Integrates with Lambda functions for real-time pricing decisions and S3 for data lake architecture. Includes comprehensive monitoring with CloudWatch.
Project: Inventory Demand Forecasting with Dynamic Pricing
AI Tools: AWS SageMaker, AWS Lambda, Amazon S3, CloudWatch, AutoML
Language: Python
Accuracy: 85%
Created: 7/5/2025
Advanced forecasting system combining Facebook Prophet for trend analysis with XGBoost for feature-rich predictions. Includes real-time data ingestion from multiple sources, automated model retraining, and dynamic pricing optimization based on demand forecasts.
Project: Inventory Demand Forecasting with Dynamic Pricing
AI Tools: Facebook Prophet, XGBoost, Apache Kafka, Redis, Python, Scikit-learn
Language: Python
Accuracy: 82%
Created: 7/5/2025
Open-source solution using Hugging Face transformers for email classification with a FastAPI microservice architecture. Includes fine-tuned BERT models, Redis caching, and comprehensive API documentation.
Project: Customer Support Email Classification & Auto-Response System
AI Tools: Hugging Face Transformers, FastAPI, BERT, Redis, Docker
Language: Python
Accuracy: 89%
Created: 7/5/2025
Enterprise-grade solution using Azure Cognitive Services for email analysis, combined with Logic Apps for workflow automation. Integrates seamlessly with Microsoft 365 and includes advanced sentiment analysis and multilingual support.
Project: Customer Support Email Classification & Auto-Response System
AI Tools: Azure Cognitive Services, Azure Logic Apps, Microsoft 365, Power Platform
Language: JSON
Accuracy: 91%
Created: 7/5/2025
A production-ready email classification system using LangChain for prompt engineering, OpenAI GPT-4 for classification, and Pinecone for semantic search of previous solutions. Includes auto-response generation and confidence scoring for human escalation.
Project: Customer Support Email Classification & Auto-Response System
AI Tools: OpenAI GPT-4, LangChain, Pinecone Vector Database, Python
Language: Python
Accuracy: 87%
Created: 7/5/2025
Simple Python script that connects to Gmail API and uses OpenAI to generate contextual email responses based on email content and sender.
Project: Smart Email Auto-Reply System
AI Tools: OpenAI GPT, Gmail API, Python, IMAP, OAuth2
Language: Python
Accuracy: 94%
Created: 7/5/2025
Lightweight chatbot that can be embedded in any website, uses a simple JSON knowledge base to answer common customer questions.
Project: Website Chatbot for Small Business
AI Tools: JavaScript, HTML5, CSS3, JSON, Local Storage, Regex
Language: JavaScript
Accuracy: 87%
Created: 7/4/2025
Python tool that creates engaging social media content using predefined templates and AI-generated variations for different platforms.
Project: Automated Social Media Content Generator
AI Tools: Python, OpenAI GPT, Template Engine, Social Media APIs, Jinja2, Scheduling
Language: Python
Accuracy: 91%
Created: 7/3/2025
Easy-to-use Python script that removes backgrounds from product photos using computer vision, perfect for e-commerce listings.
Project: Simple Photo Background Remover
AI Tools: OpenCV, Python, Image Processing, NumPy, PIL, Machine Learning
Language: Python
Accuracy: 89%
Created: 7/2/2025
Simple Python tool that analyzes customer reviews to determine sentiment and extract key feedback themes for restaurant improvement.
Project: Restaurant Review Sentiment Analyzer
AI Tools: Python, TextBlob, NLTK, Pandas, Matplotlib, Word Cloud
Language: Python
Accuracy: 88%
Created: 7/1/2025
Machine learning tool that evaluates password strength using pattern recognition and provides security recommendations.
Project: Smart Password Generator & Checker
AI Tools: Python, Scikit-learn, Regex, Password Policies, Security Patterns
Language: Python
Accuracy: 92%
Created: 6/30/2025
AI-powered shopping assistant that organizes grocery lists, suggests recipes, and optimizes shopping routes based on store layouts.
Project: Smart Shopping List Organizer
AI Tools: Python, Recipe APIs, Route Optimization, Mobile Integration, Shopping APIs
Language: Python
Accuracy: 85%
Created: 6/29/2025
Automatically extracts key points and generates concise summaries from YouTube videos using speech-to-text and AI summarization.
Project: YouTube Video Summarizer
AI Tools: Python, YouTube API, Speech Recognition, OpenAI GPT, Whisper AI
Language: Python
Accuracy: 90%
Created: 6/28/2025
Interactive AI chatbot that helps users practice conversations in different languages with pronunciation feedback and grammar corrections.
Project: Language Learning Practice Bot
AI Tools: Python, Speech Recognition, Text-to-Speech, Language Models, Pronunciation Analysis
Language: Python
Accuracy: 86%
Created: 6/27/2025
Automatically extracts key information from invoices and receipts using OCR technology, perfect for expense tracking and accounting.
Project: Simple Invoice Data Extractor
AI Tools: Python, Tesseract OCR, OpenCV, Regex, PDF Processing, Excel Export
Language: Python
Accuracy: 91%
Created: 6/26/2025