Neel Somani on Infrastructure, Energy Markets, and Building the Systems of Tomorrow

Canton, Michigan, 5th March 2026, ZEX PR WIRE - Neel Somani has built his career at the intersection of machine learning, markets, and infrastructure. A seasoned researcher and entrepreneur, he is driven by a singular fascination: how complex systems actually work beneath the surface and how to make them more efficient.

That systems-level thinking began early. At UC Berkeley, Neel pursued an unusually rigorous academic path, juggling triple majors across computer science, mathematics, and business administration. The combination wasn't accidental. Computer science gave him the tools to build, mathematics gave him the tools to model, and business gave him the lens to understand incentives. Together, they formed the intellectual framework that would define his work.

After Berkeley, Neel Somani joined Citadel's commodities group, where he focused heavily on power markets, one of the most structurally complex and misunderstood markets in the global economy. Electricity pricing, in particular, reveals how theory and reality often diverge.

Take New York City. Many people assume electricity there should be cheap. Upstate New York benefits from nuclear power and hydropower, including energy from Niagara Falls. Yet New York City operates as its own pricing zone, and transmission capacity between upstate and the city is limited. When those lines reach their physical limit, the city must generate power locally. That typically means natural gas plants, which are more expensive. The constraint isn't about a lack of energy overall, it's about infrastructure bottlenecks.

Understanding the types of natural gas generation deepens the story. At a basic level, all gas plants burn fuel to create high-pressure, high-temperature air. That energy can be extracted from pressure alone or from both pressure and heat. Simple cycle gas turbines operate much like jet engines attached to generators. They start quickly but are less efficient. Combined cycle plants, on the other hand, capture waste heat to produce steam that drives a second turbine. They are far more efficient, but slower and more expensive to start. In the winter, when natural gas is diverted to heating homes, some plants switch to oil, a less efficient fuel that can drive prices even higher.

In theory, power markets dispatch the cheapest and most efficient plants first. In practice, operational constraints complicate that ideal. Some units have high startup costs. Others incur costs when shutting down. Certain plants must run for minimum time periods once activated. Wind turbines, for example, may continue operating even when prices turn negative because it is more expensive to stop and restart. These realities, known broadly as unit commitment constraints, mean the grid does not always behave like a clean economic model. Prices reflect physics, engineering, and timing as much as supply and demand.

For Neel Somani, this insight extends beyond energy. It's about recognizing that real-world systems operate under constraints that models often simplify away. The same principle applies to renewable energy. Solar power is abundant during the day, but demand continues after sunset. Without storage, renewables cannot fully solve the reliability problem. Batteries help, but they are not the only answer. Pumped hydro storage, moving water uphill and releasing it later, and compressed air storage both rely on the same core idea: store energy when it is cheap and release it when it is scarce. Infrastructure determines flexibility.

This systems-driven perspective ultimately shaped Neel's transition into blockchain infrastructure. He founded Eclipse, a leading-edge Ethereum Layer 2 powered by the Solana Virtual Machine, designed to improve scalability and execution performance. The project drew $50 million in Series A funding and positioned itself at the forefront of modular blockchain architecture. Just as power grids balance generation, transmission, and storage, blockchains must balance execution, consensus, and data availability. In both cases, bottlenecks define outcomes.

Across energy markets and decentralized networks alike, Neel Somani's work reflects a consistent philosophy: understand the constraints, respect the mechanics, and design systems that operate efficiently within reality, not just theory. Whether analyzing electricity pricing in New York City or building the next generation of blockchain infrastructure, his focus remains the same. Infrastructure is destiny. And those who understand it shape the future.

To leran more visit: https://www.linkedin.com/in/neelsomani/

This release was published on openPR.