A library of Excel LAMBDA functions transforming the grid into a canvas of possibility.
Ready-made ML intelligence into legacy PLCs with a single firmware call. Grid operators stuck with brittle ladder logic can now swap in a spec-driven 'VoltageEventAgent v1.0' as easily as loading a function block
Half-hourly 48-hour electricity grid demand forecasting system — Prophet + LSTM hybrid model trained on ENTSO-E load data and Open-Meteo weather, streamed via Kafka, stored in InfluxDB, orchestrated with Airflow, tracked in MLflow, and served through a FastAPI endpoint and live Grafana operator dashboard. Fully containerised with Docker Compose.
AI-powered renewable forecasting and operator decision-support platform for Karnataka grid operations. Provides uncertainty-aware forecasting, reserve recommendations, critical risk windows, and operational consequence simulation using live weather integration.
DevOps & Cloud Engineer | CI/CD • AWS Cloud ML • Secure Infrastructure & Wi-Fi Modernization | 19+ yrs Critical National Infrastructure
Autonomous grid-operations triage with human-governed decisions and an immutable audit trail — built with the AWS Strands Agents SDK.
AI-native grid operation control room for E.ON Energy Hackathon — GridFM screening, N-1 validation, EV/data-center stress simulation, Night Shift agents, and Operator Copilot.
EnergyTech audit-stream Operator: per-grid-operations AI-decision events hash-chained for NERC CIP + FERC + TSA Security Directives + state PUC + DOE EO 14028 evidence. Every event carries bes_cyber_system_categorization + ot_it_boundary. First Suite verifier with regulatory wall-clock invariant (CIP-008 1-hour reporting window).
National Grid ESO — independent third-party profile of a public API surface, by API Evangelist. National Energy System Operator (NESO) provides open data APIs for the UK electricity system, including carbon intensity forecasts, demand data, generation mix, ancillary services, balancing costs, and operational data for Great Britain's electricity net
Dashboard for German grid bottlenecks: where and when the Schleswig-Holstein wind coast needs redispatch, hour by hour.
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