--- title: "About" description: "Philipp D. Dubach is an Imperial College London-trained strategy consultant and independent researcher in quantitative finance, economics, and machine learning." updated: 2026-08-30 author: "Philipp D. Dubach" keywords: - "Philipp Dubach" - "Philipp D. Dubach" - "quantitative finance researcher" - "AI economics" - "machine learning strategy" - "capital markets analyst" - "SSRN author" - "Imperial College London" - "LLM unit economics" - "strategy consultant researcher" canonical_url: "https://philippdubach.com/about/" source_url: "https://philippdubach.com/about/index.md" --- # About *Philipp D. Dubach ยท Updated August 30, 2026* --- He uses large-scale datasets, market microstructure analysis, causal methods, and machine learning to study financial markets and digital behavior. His research covers prediction-market order books, options and volatility, asset allocation, synthetic consumer populations, online attention, and consumer protection in algorithmic markets. Papers are available on [SSRN](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=9538192#form1) and [arXiv](https://arxiv.org/search/q-fin?searchtype=author&query=Dubach,+P+D) and indexed by [Google Scholar](https://scholar.google.com/citations?user=-69oS2wAAAAJ) and [ResearchGate](https://www.researchgate.net/profile/Philipp-Dubach); the full publication record is on [Research](/research/). Essays and open-source [projects](/projects/) are read by portfolio managers, CTOs, founders, and researchers.

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--- Canonical: https://philippdubach.com/about/ This file is the canonical machine-readable variant of https://philippdubach.com/about/. Author: Philipp D. Dubach (https://philippdubach.com/).