About Services Philosophy Technology Contact
Bengaluru · Est. 2024

Where
asymmetry
becomes
alpha.

ASYM Capital operates at the intersection of proprietary trading and quantitative-as-a-service — deploying systematic strategies across equity, derivatives, and fixed income markets.

Live Portfolio Pulse
1.87
Sharpe Ratio
240μs
Exec Latency
60+
Live Signals
3
Asset Classes
Equity ▲ 1.2%
NSE Futures +0.8%
Options Flow ▲ Active
Fixed Income ─ Neutral
Signal Alpha ▲ 1.4σ
Execution VWAP Active
Regime ▲ Low Vol
Drawdown ─ Controlled
Equity ▲ 1.2%
NSE Futures +0.8%
Options Flow ▲ Active
Fixed Income ─ Neutral
Signal Alpha ▲ 1.4σ
Execution VWAP Active
Regime ▲ Low Vol
Drawdown ─ Controlled
01

About ASYM Capital

ASYM Capital operates at the intersection of a Proprietary Trading Firm and a Quantitative-as-a-Service (QaaS) provider — a highly specialised tier of financial technology.

Founded in 2024 and based in Bengaluru — India's foremost technology hub — ASYM Capital was built with a singular thesis: that asymmetric opportunities are the highest-quality trades in any market. Where potential upside significantly outweighs downside risk, where probability distributions are skewed in your favour, where disciplined execution and rigorous modelling create structural edge.

Our focus on systematic backtesting, low-latency execution (TWAP/VWAP), and bespoke alpha generation for external clients places us in the same tier as the world's most sophisticated quantitative trading operations. We build and deploy end-to-end algorithmic trading systems — from raw signal generation and portfolio construction through to live order execution — and provide those same capabilities as a service to external clients across varying portfolio sizes.

Globally, our approach is closest to firms like WorldQuant (systematic alpha research at scale), QuantConnect (systematic backtesting infrastructure as a service), and India's leading prop desks — AlphaGrep, Quadeye, and Graviton Research Capital. We combine the research depth of the former with the execution precision of the latter, for a client base that spans institutional desks to sophisticated HNIs.

01
Systematic Research
Multi-factor signal generation, regime detection via HMM, and rigorous statistical validation before any strategy touches capital.
02
Low-Latency Execution
TWAP, VWAP, and adaptive execution algorithms integrated with broker APIs. Sub-millisecond order routing with realistic impact modeling.
03
Bespoke Analytics
Custom alpha signals, factor exposure reports, and portfolio analytics for external clients. Institutional grade, delivered at any portfolio scale.
04
Risk Infrastructure
Real-time exposure monitoring, portfolio Greeks, stress testing, and systematic hedging. Risk is not managed after the fact — it is engineered in from day one.
02

What We Do

01
Systematic Trading Strategies
End-to-end algorithmic trading systems covering signal generation, portfolio construction, risk management, and live order execution across equity, derivatives, and fixed income.
Multi-asset Prop capital Live execution
02
Algorithmic Execution
Low-latency TWAP, VWAP, and adaptive execution algorithms integrated directly with broker APIs for optimal order routing, minimal market impact, and realistic transaction cost modeling.
TWAP / VWAP Broker API Sub-ms latency
03
Quantitative Analytics (QaaS)
Bespoke quantitative models, alpha signals, and factor exposure reports for external clients across varying portfolio sizes. The rigour of a quant hedge fund, at any scale.
Alpha signals Factor reports Bespoke models
04
Backtesting Infrastructure
High-fidelity event-driven backtesting processing multi-year tick-level data. Full performance analytics suite (Sharpe, Sortino, Calmar, max drawdown) with realistic slippage and commission modeling.
Tick-level data Multi-factor Risk analytics
05
Market Signal Intelligence
ML-driven regime detection using Hidden Markov Models, momentum and mean-reversion signals, and cross-sectional volatility analytics across 60+ equities for systematic pre-market intelligence.
HMM regimes 60+ signals Pre-market
06
Portfolio Risk Management
Real-time portfolio risk monitoring, Greeks exposure management, and systematic hedging strategies. Multi-factor risk decomposition with live stress testing and scenario analysis across positions.
Greeks mgmt Real-time Stress testing
03

Our Philosophy

"In markets, symmetry is overrated. The best opportunities are not balanced — they are skewed. We find them, measure them, and execute against them systematically."

The word asymmetric is not decoration. It is the foundation of every model we build, every position we take, every system we architect. We are in the business of identifying probability distributions skewed in our favour — and acting on them with precision.

This means rejecting "balanced" portfolio construction when data shows directional skew. It means stress-testing the tail, not just the mean. It means building execution algorithms that preserve edge rather than erode it. And it means delivering that same philosophy to every client engagement we take on.

Rigour, not intuition. Evidence, not narrative. Asymmetry, not symmetry.

04

Infrastructure & Research Stack

Execution & Latency
The layer where firms like Optiver and HRT live. Low-latency order routing, async event loops, and broker connectivity built for sub-millisecond execution.
  • C / C++Order routing core
  • asyncioAsync event loop
  • FIX ProtocolBroker connectivity
  • TWAP / VWAP algosExecution strategies
Quant Research
The toolkit Two Sigma and WorldQuant run their alpha factories on. Statistical modelling, derivatives pricing, and regime-aware signal generation.
  • PythonPrimary research language
  • QuantLibDerivatives pricing
  • NumPy / SciPyNumerics & optimisation
  • statsmodelsEconometrics
ML & Signal Intelligence
Regime detection, factor modelling, and cross-sectional signal pipelines — the same methods used by AQR's systematic research desk and D.E. Shaw's quant groups.
  • Scikit-learnFactor & ML models
  • HMM (hmmlearn)Regime detection
  • pandasSignal pipelines
  • yfinance / NSE APIMarket data
Data & Infrastructure
The backbone. Tick-level data storage, backtesting pipelines, and containerised deployment — the QuantConnect-style infrastructure that makes systematic research reproducible.
  • PostgreSQLTime-series store
  • FastAPIInternal API layer
  • DockerContainerised deployment
  • Plotly / DashResearch dashboards
05

Get in Touch

Let's build
asymmetric
edge
together.

Whether you need bespoke quantitative analytics, algorithmic execution infrastructure, or systematic trading strategies — we work closely with a select number of clients to deliver institutional-grade solutions.

Location Bengaluru, India
LinkedIn asym-capital
Markets NSE · BSE · Derivatives
Founded 2024