🤖 AI-Powered API Gateway - Intelligent request routing, circuit breaking, and smart caching
✨ Key Features:
- 🔄 Circuit breaker pattern for fault tolerance
- 🧠 AI-powered load balancing with traffic prediction
- ⚡ Smart caching with ML-predicted TTL
- 🚦 Sliding window rate limiting
- 📊 Prometheus metrics integration
# Circuit Breaker Implementation
breaker = CircuitBreaker("api-service", failure_threshold=5)
result = await breaker.call(fetch_data)
🔐 VaultDB
🔐 Database Backup Utility - CLI + Web Dashboard for MySQL, PostgreSQL, MongoDB, SQLite
✨ Key Features:
- 💾 Full, incremental, and differential backups
- 📦 Multiple compression formats (gzip, bzip2, lzma)
- ☁️ Cloud storage (AWS S3, GCS, Azure)
- ⏰ Automated scheduling
- 📢 Slack notifications
# Quick Start
dbbackup backup --dbms postgresql --database myapp --compression gzip
📈 Deep learning comparison for electricity production prediction
✨ Key Features:
- 🧠 5 different LSTM architectures compared
- 📊 Comprehensive metrics (MAE, MSE, RMSE, MAPE, R²)
- 📈 Interactive visualizations
- ⚙️ Model complexity analysis
📦 Interactive implementation & visualization of Amazon's Dynamo distributed key-value store (based on SOSP 2007 paper)
✨ Key Features:
- 🔄 Consistent hashing with virtual nodes
- ⏱️ Vector clocks for conflict resolution
- 📊 Real-time visualization dashboard
- 🛡️ Quorum-based read/write replication
- 🚀 Gossip protocol for membership management
# Initialize Dynamo ring
ring = ConsistentHashRing(vnodes=150)
ring.add_node("node-a")
ring.add_node("node-b")
result = await ring.put("key1", value, quorum=QUORUM.RW)
⚙️ Gobra
🔮 Prediction Market Platform - Decentralized betting on Solana blockchain
✨ Key Features:
- 🔮 Decentralized prediction market on Solana
- ⚡ Fast and low-cost transactions
- 🦀 Smart contracts written in Rust
- 💻 Frontend in TypeScript/React
⚙️ Gobra
✅ Modular Specification and Verification of Go Programs (CAV 2021 implementation)
✨ Key Features:
- 🧩 Modular program verification for Go
- 🔍 Automated specification generation
- ⚡ Efficient SMT-based verification
- 📝 Supports complex data structures
- 🎯 Focus on practical verifiability
// Gobra verification example
// @ ensures result == x + y
func Add(x int, y int) int {
return x + y
}
⚒️ DataForge
⚒️ All-in-one Backend Platform - API Gateway, Energy Forecasting, Database Backup
✨ Key Features:
- 🔌 API Gateway with path-based routing, load balancing, circuit breaker
- ⚡ Energy Forecasting with ML models (RF, XGBoost, LightGBM, LSTM)
- 💾 Database Backup for SQLite, MySQL, PostgreSQL
- 🔐 API Key & JWT authentication with role-based access control
- 📊 Interactive Streamlit dashboard
# Quick Start
dataforge energy forecast data/energy.csv --steps 24
dataforge backup create postgresql mydb
dataforge serve api
⭐️ Created by Debrup Banik with ❤️
