Skill UI

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.

AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.

Qiskit is the world's leading open-source framework for building, optimizing, and executing quantum circuits. It provides comprehensive capabilities for quantum error mitigation, running algorithms on diverse hardware backends (including IBM Quantum and simulators), and supporting applications in chemistry and machine learning. Essential for researchers entering the quantum computing field.

Deploys machine-learning anomaly detection for OT environments by modeling SCADA polling behaviors, profiling Modbus/DNP3/OPC UA traffic, and correlating network anomalies with historian process data to spot rogue devices and unusual process deviations.

Detects anomalous authentication patterns across identity logs by combining UEBA, statistical baselines, geo intelligence, and machine learning to flag impossible travel, brute-force, credential stuffing, and other compromised account behaviors for SOC or IAM teams.

Detects unauthorized DNP3 control commands, protocol violations, and baseline deviations via deep packet inspection and machine learning, fitting SCADA/energy IDS deployments monitoring RTUs and substations.