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A QUANTITATIVE RESEARCH LAB

We are a research-based firm acting as consultants to help trading firms
add an intelligence layer to their systems through advanced analytics.

CORE CAPABILITIES

ADVANCED
ANALYTICS

We provide advanced analytics solutions and Agentic AI development in quantitative finance for trading firms. We are not a hedge fund and do not provide signals. We act as consultants to solve issues with your strategies and optimize them using data science and ML technologies.

01

CONSULTING & OPTIMIZATION

Providing expert consulting to optimize existing trading strategies, uncover structural inefficiencies, and add an intelligence layer to your systems.

02

RESEARCH & PROTOTYPING

Delivering comprehensive research reports and rapid prototyping frameworks to validate quantitative trading concepts thoroughly.

03

AUTO-LEARNING SYSTEMS

Developing methodologies for auto-learning systems that analyze strategies to discover better, bias-free rules using AI/ML.
[ RESEARCH IN PROGRESS ]

04

AGENTIC AI DEVELOPMENT

Building advanced Agentic AI systems for quantitative research, designed to autonomously manage complex analytical workflows and discover deep market insights.

PLATFORM

A STRUCTURED QUANT
RESEARCH ENVIRONMENT

Connects analysis, validation, and monitoring into a coherent workflow. Depth before scale.

I. LOG ANALYSIS

  • Execution diagnostics & behavioural breakdown
  • Slippage & structural inefficiency identification
  • Risk concentration mapping
  • Trade clustering & pattern detection

II. OPTIMIZATION

  • Parameter stability assessment
  • Regime-aware validation
  • Overfitting & fragility detection
  • Drawdown behaviour modelling

III. DEVELOPMENT

  • Structured signal research
  • Feature relevance validation
  • Portfolio construction logic refinement
  • Execution model evaluation

IV. DIAGNOSTICS

  • Ongoing strategy health metrics
  • Behavioural drift detection
  • Performance attribution clarity

SOLUTIONS

BUILT FOR TRADING FIRMS & QUANT TEAMS

Quant Forensics supports trading firms and quant teams by adding an advanced intelligence layer to their existing systems.

TRADING FIRMS

Advanced analytics solutions, structural optimization guidance, and consulting to solve issues with your existing strategies.

QUANT TEAMS

External analytical layer support, research workflows, strategy lifecycle refinement, and deep market analysis reporting.

SYSTEMATIC OPERATIONS

Implementation of auto-learning systems, risk modeling frameworks, and ongoing optimization using data science and ML technologies.

INSIGHTS & RESEARCH

BLOG

In-depth research papers, strategy breakdowns, and analytical frameworks — available to download as PDF documents.

BLOGS

SEBI Algo Trading Guide for Retail Investors

Algorithmic trading rules in India changed significantly after the new SEBI regulatory framework introduced in 2025. This guide breaks down the framework in simple language.

New research papers are added periodically. Download any document to read the full analysis.

CONTACT

WORK WITH
QUANT FORENSICS

If you are refining a strategy, strengthening research processes, or building disciplined quantitative infrastructure, we can support your analytical framework.


Get in touch to discuss

— Advanced analytics and consulting
— Research and prototyping workflows
— Strategy optimization
— Auto-learning systems development
— Agentic AI development in quantitative finance


info@quantforensic.com