Advanced Modeling

We help product teams, consultants, and business leaders turn data into high-value business insights using modern machine learning, Bayesian methods, and advanced simulation.

Explore Our Work

Our Core Services

We build forecasting engines, recommendation systems, optimization models and data-driven decision tools for ERP vendors, SaaS solutions and consulting teams.
Our models turn raw data into stable predictions and measurable business value — all implemented in clean, production-ready Python or R.

Cash-Flow Forecasting

High-accuracy short and mid-term forecasting using ML models, feature engineering, and business trend decomposition.

Churn Prediction

Survival analysis + tree models + explainable AI to identify why customers churn — and how to prevent it.

Inventory Optimization

Demand forecasting, safety stock recalculation, Monte-Carlo simulation, and reorder policy optimization.

Advanced Statistical Modeling

Bayesian modeling, causal inference, hierarchical models, scenario simulations.

Anomaly Detection in Financial Systems

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Pricing Simulation for SaaS Product

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How We Work

1. Business Understanding
We translate business questions into measurable modeling objectives.

2. Data Preparation
Feature engineering, cleaning, transformations, missing value handling.

3. Model Development
Evaluation across ML and statistical models to find the best-performing on real business constraints.

4. Delivery & Integration
Reports, dashboards, and API-ready predictions.