Our Capabilities Narrative

Komodo is a boutique data science partner for custom AI/ML, rapid prototyping, data engineering,
and data-intensive R&D projects. For the last 9 years, we have helped organizations prepare their data, develop high-quality AI/ML models, and build real-time business intelligence systems. Our innovations accelerate operations and decision-making in higher education, manufacturing, defense, mar-tech, and finance.

What We Do Best

  • Artificial Intelligence & Machine Learning

    • Predictive modeling and algorithm development

    • Supervised learning, model training, and validation

    • Advanced analytics for forecasting and simulations

    • Creation and evaluation of AI/ML solutions in real-world environments

  • Data Management & Data Engineering

    • End-to-end data design and governance

    • Assessment and cleanup of data quality issues

    • Secure data storage and processing systems

    • Custom integration between applications, cloud systems, and legacy tools

  • AI Strategy & Technical Leadership

    • AI readiness assessments and capability planning

    • Prototyping and pilot projects to de-risk execution

    • Data literacy, AI/ML technical and business training

    • Full-stack project management from prototype to deployment

What Differentiates Us


Senior Talent From Day One: Every engagement is led and executed by seasoned senior AI/ML and data engineering professionals.

Fast Integration, No Bureaucracy: Our cross-functional team plugs in quickly, collaborates tightly, and maintains clear communication.

Deep Technical Capability: From cloud infrastructure to IoT and cybersecurity-aware systems, we handle complex environments end-to-end.

Data Preparedness as a Core Strength: We specialize in taking messy, real-world data and refining it for reliable modeling and analytics.

Clear IP & No Vendor Lock-In: We deliver clean, transparent solutions that you fully own, with predictable pricing and timelines.

Educators & Thought Leaders: Our team has developed and taught nationally recognized AI/ML programs—including university-level coursework.

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Selected Project Highlights

  • Fraud Detection for Financial Services

    Developed and deployed high-speed fraud-prevention models that significantly reduced multi-million-dollar annual losses

  • Global Data Warehouse & Analytics Platform

    Unified decades of organizational data into a centralized analytics environment, enabling self-service insights at scale

  • AI/ML Quality Audits & Model Rescue

    Diagnosed and corrected stalled or underperforming machine learning initiatives, improving reliability and compliance

  • Predictive Modeling for Defense Prototyping

    Built edge-based predictive algorithms capable of analyzing raw sensor inputs directly on wearable devices