ShieldCraft AI
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threat-classifier threat-classifier Public
Real-time Threat Classifier deployed on SageMaker via AWS CDK. Full MLOps lifecycle: secure VPC deployment, DistilBERT inference, P95 latency enforcement, and CloudWatch-driven automated rollback.
Python
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resource-forecaster resource-forecaster Public
Regression-driven FinOps module for ShieldCraft AI. Predicts future compute spend with RMSE monitoring (≤4.7% target) and automates budget enforcement using Step Functions to optimize infrastructur…
Python
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anomaly-detector anomaly-detector Public
AI-powered AWS security log anomaly detector. Ingests CloudTrail/VPC Flow Logs, extracts entities using NLP, scores anomalies, and provides compliance automation. Built with Python 3.11, Poetry, CD…
Python
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answer-architect answer-architect Public
Answer Architect: A secure RAG scaffold: ingestion & chunking, embeddings, pgvector/OpenSearch retrieval, Bedrock LLM adapter, prompt manager, Step Functions orchestration, CDK infra scaffolding, t…
Python
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Repositories
- ShieldCraft-Engine Public
- answer-architect Public
Answer Architect: A secure RAG scaffold: ingestion & chunking, embeddings, pgvector/OpenSearch retrieval, Bedrock LLM adapter, prompt manager, Step Functions orchestration, CDK infra scaffolding, tests, and deploy safety guardrails
- anomaly-detector Public
AI-powered AWS security log anomaly detector. Ingests CloudTrail/VPC Flow Logs, extracts entities using NLP, scores anomalies, and provides compliance automation. Built with Python 3.11, Poetry, CDK, VPC-only deployment, KMS encryption, and comprehensive testing.
- resource-forecaster Public
Regression-driven FinOps module for ShieldCraft AI. Predicts future compute spend with RMSE monitoring (≤4.7% target) and automates budget enforcement using Step Functions to optimize infrastructure cost reduction.
- threat-classifier Public
Real-time Threat Classifier deployed on SageMaker via AWS CDK. Full MLOps lifecycle: secure VPC deployment, DistilBERT inference, P95 latency enforcement, and CloudWatch-driven automated rollback.
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