// Inventor · Researcher · Engineer
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Working at the intersection of energy systems, decentralized optimization, and causality-aware AI — building the mathematical frameworks that power tomorrow's cyber-physical infrastructure.
// 01 — Profile
I work on system-level modeling and optimization of large-scale energy networks, with emphasis on decentralized coordination, EV charging, and cyber-physical systems.
My research integrates mathematical optimization, metaheuristic design, and structured AI to build decision-reliable frameworks for real-world infrastructure.
Focused on physically consistent modeling, scalable algorithms, and causal reasoning in systems where correctness is non-negotiable.
// Current Focus
Locational Congestion Pricing — Voltage-aware decentralized EV charging coordination in coupled traffic–power networks
Causality-Constrained Attention — Counterfactual consistency in structured temporal AI systems
Tiger Footprint Optimization (TFO) — Novel probe-placement metaheuristic with adaptive step scaling
Blockchain P2P Energy Trading — Peer-to-peer exchange with storage and grid interaction modeling
// 01.5 — Impact
1 Published · 3 Under Review
Energy · AI · Optimization · Blockchain
Indian Patent · Provisional Filed 2025
IEEE · Elsevier · Springer
// 02 — Domains
// 03 — Journey
// 04 — Capabilities
The best engineering solution is not the one that works — it is the one that cannot fail.
— Research Philosophy
// 05 — Engineering
// 06 — Output
// 07 — Intellectual Property
// Indian Patent — Provisional Filed
// 08 — Connect
Open to research collaborations, technical discussions, and opportunities at the intersection of energy systems, optimization, and AI.
ganeshpandey@iitkgp.ac.inIIT KHARAGPUR, WEST BENGAL, INDIA