INTELLIGENT SYSTEMS FOR BUSINESS

Build the system your business actually needs.

Logarithm builds custom software, AI, optimization, and analytics around costly operational problems.

Discuss a problem

SOFTWAREAI / MLOPTIMIZATIONANALYTICS

Capabilities

Technology chosen for the problem, not the other way around.

Custom Software

Purpose-built systems for operational problems that off-the-shelf software does not solve well.

AI & Machine Learning

Applied models and intelligent workflows where prediction, classification, or automation creates measurable value.

Optimization

Scheduling, allocation, and decision systems designed to reduce time, cost, and operational friction.

Analytics

Data pipelines and decision tools that convert scattered information into clear operational insight.

Process

Start with the economics of the problem. Then engineer the solution.

Discover

Find the expensive, repetitive, or difficult process.

Quantify

Measure its cost, frequency, constraints, and impact.

Build

Create the smallest system capable of solving it.

Validate

Measure the result against agreed success criteria.

Selected work

Early systems focused on labor-intensive operations, data, and decision-making.

HEALTHCARE / AI

AI-Assisted OB/GYN Triaging

Led development of an AI/ML backbone for improving patient triage and subspecialty referral within a major health system.

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COMPUTER VISION / ML

Automated Poultry Counting

Developed a YOLO-based computer vision system and supporting meta-models that reduced counting error and error variance by more than 60% for a leading US poultry company.

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OPTIMIZATION / AI

Stochastic Grammar Optimization

Developed symbolic regression and grammatical evolution frameworks for efficiently searching complex model spaces and discovering predictive structures.

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FINANCIAL MARKETS / AI

Automated Predictive Model Discovery

Built a genetic programming pipeline that automatically generates, optimizes, validates, and combines predictive models for financial market behavior.

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NEURAL NETWORKS / RESEARCH

Rotational Ensemble Neural Network

Designed a multi-layer neural network architecture that distributes learning across feature and time dimensions before aggregating predictions into a unified meta-model.

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Have a process that costs too much time?

Start with the problem. We can determine whether software should solve it.

logan@logxco.com