We are a quantitative trading and research firm. We apply the scientific method, serious engineering and a healthy love of games to one of the hardest puzzles there is: financial markets.
// try it yourself
You are the order flow
Markets move because participants act. Steer the price with your cursor, whip it around to raise volatility, click to drop a shock - and watch the regime shift from calm to turbulent. This is the intuition our models formalise.
// who we are
A research firm that happens to trade
IWM Quant is a proprietary quantitative trading and research firm based in Mumbai. We form a hypothesis, test it honestly against data, and only then let it near capital - the same rigour whether the mandate is our own book or a client's.
The desk mixes the best of technology and the best of people: HFT-grade infrastructure built by traders, researchers and technologists sitting together, arguing about assumptions in the open. We scale like the tortoise, not the hare - patient, compounding, honest about capacity.
// how we work
The kind of people we are
Models and machines do a lot of the work here, but judgment is still human. These are the traits we hire for, defend in each other, and try to live up to every day.
Team over individual
The best argument wins, not the loudest ego. Every strategy is shared work, and credit is a team sport.
Grit - never say die
Markets humble everyone. We break hard problems with persistence, not bravado, and come back to the idea that just failed.
Character & integrity
We do the honest thing when no one is watching - with each other, with clients, and with our own results.
Good judgment
Judgment is character applied under uncertainty: weigh the evidence, size the risk, own the call.
Led by conscience
We back people who listen to and follow their conscience - because the fastest way to lose trust is to trade it away.
Open-minded & positive
Curious, flexible and good to be around. Strong opinions loosely held, and a level head when the screens turn red.
// what we do
Three disciplines. One system.
Every anomaly is an opportunity - we just know where to look.
Quantitative Research
We study how prices actually behave - market microstructure, cross-sectional patterns, volatility dynamics - and turn what survives rigorous testing into systematic strategies.
Trading Technology
Our researchers and engineers build the full stack in-house: data pipelines, simulation environments, risk systems and low-latency, HFT-grade execution - designed to be fast, measured and reliable.
Risk & Portfolio Science
Position sizing, drawdown control and portfolio construction are first-class research problems here - because staying in the game matters more than any single trade.
$ cat philosophy.md
// the market is the ultimate game -
// the sum of all human knowledge and behaviour,
// encrypted as price.
We treat it as a puzzle. Solving it is the challenge - and the challenge is exactly what makes it fun.
edge=best of technology×best of people
technology · HFT · data · infrastructure
people · traders · researchers · game theorists
// and we play it like the tortoise:
// patient, compounding, never mistaking motion for progress.
$ ▌
// culture
We take games seriously
We treat the market itself as the ultimate game - the sum of everyone's knowledge and behaviour - and a puzzle we solve because it is genuinely fun. Great trading decisions are made under uncertainty, with incomplete information and real stakes; that is exactly what good games teach. Game-playing isn't a perk at IWM Quant - it's part of how we train judgment.
Poker nights
Thinking in probabilities, sizing bets to conviction, folding gracefully when the evidence turns against you - poker is our favourite classroom for expected value.
Chess & Go
Long-horizon planning under constraints. Weekly boards in the office teach patience, positional judgment and the cost of a single careless move.
Strategy & simulation games
Fast decisions with incomplete information, from trading simulations to strategy video games. Team tournaments every quarter - bragging rights are permanent.
Hackathons & puzzle hunts
Two internal hackathons a year and a standing puzzle ladder. Some of our production tooling started life as a weekend hack.
// careers
Puzzle people wanted
Researchers, developers, traders and students who'd rather solve hard problems with sharp teammates than sit three approvals away from anything real.
// transmission
Interested in decoding signals hidden in noise?
Let's talk markets, math, and beyond. Investors, researchers and engineers welcome.
join us