Custom software.Applied intelligence.

LOGARITHM builds custom software, AI and machine learning, optimization systems, and analytics tools for complex business operations.

Discuss your project

SOFTWARE AI / ML OPTIMIZATION ANALYTICS

Capabilities

Custom software

We build operational tools, integrations, and applications around your workflows, data, and business requirements.

AI & machine learning

We develop prediction, classification, and computer vision models, then integrate them into practical business systems.

Optimization

We engineer scheduling, resource allocation, and decision systems around real constraints and measurable objectives.

Data & analytics

We connect data sources, build processing pipelines, and turn complex information into clear decision tools.

Process

Discover

Understand the workflow, the people, and the problem worth solving.

Quantify

Define the constraints, the economics, and the measures of success.

Build

Engineer a focused system around the requirements that matter.

Validate

Evaluate the result against the agreed objectives and refine it.

Selected work

Applied work across healthcare AI, computer vision, predictive modeling, and optimization.

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.

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.

OPTIMIZATION / AI

Stochastic Grammar Optimization

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

HEALTHCARE / HACKATHON

Rounds — AI Clinical Simulation

Developed an AI clinical simulation platform with faculty-authored virtual patients, spoken interviews, deterministic fact disclosure, and transcript-backed debriefs. Earned 2nd Place in the TwinVerse Track at Rutgers Health Hack 2026.

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.

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.

04 / CONTACT

Let’s discuss
your project.

Email a brief outline of what you’re building or trying to improve.

logan@logxco.com