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Smart CAPTCHA System
Deep Learning · Anomaly Detection · Real-time
A frictionless security solution analyzing real-time user behavior—mouse movements, keystrokes—to silently detect bots. Lowered CAPTCHA challenges by 60% via behavior-based filtering with full analytics dashboard.
PythonTensorFlow
Scikit-LearnFlask
PostgreSQL
📈
Poly-Market Analyzer
Deep Learning · Time Series · Finance
Resource-efficient stock forecasting using co-movement-based clustering and shared-layer-LSTM with Ticker-aware-LSTM models with custom embeddings to predict Nifty50 trends — one model for many stocks.
PythonTensorFlow
StatsmodelStreamlit
📄 Published @ ICAA 2026
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CryptoSecure
Anomaly Detection · Blockchain · Real-time
Platform that assigns safety scores to crypto wallets by combining XGBoost (supervised) and Auto-Encoder (unsupervised) ML models with graph-based anomaly detection, factoring transaction behavior, wallet age, and KYC status.
PythonXGBoost
TensorFlowFastAPI
Redis
🧠
SecureMind
RAG · Chatbot · Blockchain
Secure, localized RAG chatbot integrating LLMs with document-based Q&A. Supports on-device inference and uses IPFS (InterPlanetary File System) for decentralized storage — works offline or in remote environments.
PythonEthereum
HuggingFaceLlama.cpp
Streamlit
🔍
LogSense
Log Analysis · RAG · Anomaly Detection
Pipeline to parse large-scale Linux logs, extract structured features (PID, process, templates), detect anomalies using statistical and embedding methods, and use a context-aware RAG for automatic incident diagnosis.
LangChainScikit-Learn
FastAPIRAGAS
🛡 Security Tool
🖱
Session Impostor Detector
Behavioral Biometrics · Security
Session-level impostor detection using mouse-based behavioral biometrics. Analyzes movement patterns, velocity, and click behavior to distinguish genuine users from impostors — accepted at ICTIS 2026.
PythonScikit-Learn
PandasFeature Engineering
📄 ICTIS 2026