Shreyas SomnatheQuant Systems Architect

Precision trading systems engineered for consistent alpha generation

Sharpe Ratio

0.00

Annual Return

0.0%

Max Drawdown

0.0%
Live Market Signal
Explore

Strategy Portfolio

Diversified suite of systematic strategies across multiple asset classes and timeframes

Momentum Alpha

Trend Following

Return

+124.5%

Sharpe

2.8

Win Rate

67.3%

Trades

1,247

Mean Reversion Core

Statistical Arbitrage

Return

+92.1%

Sharpe

3.2

Win Rate

71.8%

Trades

2,891

Volatility Harvester

Options Strategy

Return

+78.4%

Sharpe

2.4

Win Rate

64.2%

Trades

543

HFT Microstructure

Market Making

Return

+156.7%

Sharpe

4.1

Win Rate

58.9%

Trades

47,283

Portfolio Performance

Combined strategies, optimized allocation

Total AUM

$47.2M

YTD Return

+112.7%

Correlation

0.23

Research & Development

Cutting-edge quantitative research in systematic trading and portfolio optimization

portfolio_optimizer.py

Backtest Performance

Strategy vs Benchmark (30-day rolling)

Strategy
Benchmark

Machine Learning for Alpha Generation

Deep learning models for pattern recognition in high-frequency market microstructure

Neural NetworksFeature EngineeringEnsemble Methods

Regime Detection & Switching

Hidden Markov models and state-space approaches for market regime identification

HMMKalman FiltersDynamic Systems

Portfolio Optimization

Multi-objective optimization with risk parity and factor-based constraints

Convex OptimizationRisk ManagementFactor Models

About & Contact

Building the future of systematic trading, one algorithm at a time

SS

Shreyas Somnathe

Quant Systems Architect

New York, NY
Available for consultation

Quantitative trader with 7+ years of experience in systematic strategy development, portfolio optimization, and high-frequency trading systems. Specialized in machine learning applications for alpha generation and risk management.

Languages

PythonC++RSQLTypeScript

Frameworks

PyTorchTensorFlowPandasNumPyScikit-learn

Trading Systems

BacktraderZiplineQuantLibLEANCustom Infrastructure

Databases

PostgreSQLTimescaleDBRedisClickHouse

Cloud & DevOps

AWSDockerKubernetesTerraformCI/CD

Experience

Quantitative Researcher & Developer

Proprietary Trading

2021 - Present

Developed and deployed systematic trading strategies across equity, futures, and options markets. Managed $47M in algorithmic strategies.

Quantitative Analyst

Hedge Fund Analytics

2019 - 2021

Built ML-based alpha models and portfolio optimization systems. Contributed to $2.3B multi-strategy fund.

Trading Systems Engineer

Investment Bank

2017 - 2019

Designed low-latency execution systems and market-making algorithms for institutional clients.

Let's Build Something Exceptional

Open to consulting, collaboration, and investment opportunities