# Ex-Citadel Quant on Trading the Most Asymmetric Market - Neel Somani

Page: https://stenobird.com/podcast/odds-on-open-7262993/ex-citadel-quant-on-trading-the-most-asymmetric-market-neel-somani
Text version: https://stenobird.com/podcast/odds-on-open-7262993/ex-citadel-quant-on-trading-the-most-asymmetric-market-neel-somani.md
Podcast: [Odds on Open](https://stenobird.com/podcast/odds-on-open-7262993)
Published: 2026-06-25T14:42:22+00:00
Episode link: https://podcasters.spotify.com/pod/show/odds-on-open/episodes/Ex-Citadel-Quant-on-Trading-the-Most-Asymmetric-Market---Neel-Somani-e3l91jd
Audio file: https://anchor.fm/s/101506278/podcast/play/121979949/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-5-25%2F426813320-44100-2-5c980de9a831e.mp3
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JSON: https://stenobird.com/v1/public/podcasts/odds-on-open-7262993/episodes/ex-citadel-quant-on-trading-the-most-asymmetric-market-neel-somani
Duration seconds: 3613

## Resource

Apply to Onyx’s Junior Tech Graduate Scheme here: https://verichain.io/apply/0aa1debe-ac6c-452f-9421-da6cbf4a3e8cIn this episode of Odds on Open, former Citadel quant researcher Neel Somani breaks down the opaque market structure and alpha generation mechanisms driving institutional power and natural gas trading. Neel explores the foundations of competitive edge within power markets, detailing how transmission line congestion, binding physical grid constraints, and localized supply-demand dynamics create highly asymmetric, high-skew assets. The conversation dives into the operational reality of central research desks within multi-manager commodity platforms, focusing on how quants model weather variance, fuel costs, and thermal generation outages to inform relative-value basis trades. Neel also provides a masterclass on institutional risk management and portfolio construction during extreme tail-risk events, using the 2021 Texas freeze to illustrate how top PMs navigate position sizing and delta-neutral execution when illiquid power grids face catastrophic supply shocks.Shifting from liquid macro markets to the frontier of technology, Neel analyzes the massive infrastructure constraints and power demand scaling driven by AI data centers, outlining the site selection economics and temporary generation plays dictating the space. He evaluates the structural career opportunity cost of entering quantitative finance today relative to the AI paradigm shift, challenging junior talent and MFE students to build defensible technical moats in hardware and GPU kernel optimization. Finally, the discussion delivers a sharp variant view on venture capital valuation models, predicting a severe compressed pricing event for digital assets and software companies as low-switching-cost agen…

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