Indraneel Das

Finding Structure in Complexity

I've followed several overlapping callings in sequence - one led to the other - all driven by the same instinct: a pursuit of patterns that others may have missed, and building something new from it. The reflex doesn't stay contained at work - it follows me through to a musical piece or behind the camera lens.

Basis Vectors

I grew up believing that mathematics was a language for describing the world, but as I transitioned from mathematics → applied mathematics, it became an invaluable framework for robust decisions - the hidden trade-offs, the nonlinearities, the places where intuition and structure must work together.

Prime Factors

Whether modeling semiconductor physics, optimizing bandwidth networks, flying an aircraft engine with real-time constraints, or managing global capital through chaos, the process was always the same at its core. Ask the right questions, and the deeper structure reveals itself.

Harmonics

I come from the era where cameras were carried on straps, not phone covers. I always got behind the lens to discover new angles for a familiar visage. Music - my own covers, or re-discovering a song from my mother's era, re-recorded by someone today - was where chaos found my own kind of order.

Dimensions

I build things that learn and adapt, each one carrying an edge worth protecting - sometimes patented, sometimes simply never disclosed. M-Cube is the latest expression of that instinct - but it's just one chapter in a longer story about curiosity, risk, and pursuit of novelty.

The Journey

IBM Microelectronics

Advisory Software Engineer

Developed fast, discretized physics-based models for circuit simulation - an early equivalent of today's quantized large language models, long before the term existed. Used reinforcement-learning style optimization to design circuits ... in 1997.

ExxonMobil Strategic Research

Senior Staff Mathematician

Applied nonlinear optimization to corporate decision-making. As Exxon 'merged with' Mobil Oil and we joked how the new company name is pronounced with the "Mobil silent", it struck me that nonlinear math could determine how companies allocate capital and manage trade-offs. My eventual gateway into finance.

Level 3 Communications

Optimization, Data & Modeling Researcher

Co-invented a model with the CEO connecting the economics of bandwidth to the physical realities of network operations - a patent that helped shape the early internet backbone. Mathematical structure driving billion-dollar decisions.

United Technologies Research Center

Research Scientist

Developed real-time nonlinear optimization algorithms implemented on an actual aircraft engine. Never thought I would be re-inventing a matrix factorization, but that was part of a series of inventions that ran the engine and earned an Outstanding Achievement Award.

American Century Investments

Senior Analyst → Portfolio Manager

Joined a year before Lehman collapsed, as an analyst doing fundamental research on international small and midcap stocks. Thanks to my edge in analyzing businesses and interviewing company management across sectors, I became one of the fastest promotions to Portfolio Manager in the firm's history. Led a three-year post-GFC turnaround beating the benchmark by 900 bps annualized - the best stretch in the fund's history.

Pearl Brook Capital Management

Founder & Chief Investment Officer

Left a coveted portfolio manager seat to start Pearl Brook to pursue a non-traditional idea - what if we could deliver the promise and depth of global small caps without the volatility? Jumped off a cliff with a modest launch and irrational levels of conviction, and built a hedge fund that actually hedged - from scratch. A year later, in August 2015, when global markets were down 10–12%, and my fund was down only 1.5%, a hedge-fund legend and sports-team owner got impressed, and offered to become my anchor investor and partner. My startup boutique turned into an institutional operation, with offices on two continents. Over 6 years, the hedged long-short fund produced 2x the risk-adjusted returns of the HFRI hedge fund index, and the long-only carve-out outperformed the MSCI benchmark by 1000 bps annualized.

Indraneel Das as Chief Investment Officer at Pearl Brook Capital

M-Cube Technologies

Founder

The convergence of my life's work in mathematics, computation and markets: An AI engine that learns the language of the markets, adapts to changes, and trades live capital. Now with a three-year track record. Built on the same mathematical lineage that shaped my work across disciplines, and founded on my decades of investing in the global markets, developed on an AI substrate.

Indraneel Das with parallel computing cluster