Lane Consulting

FROM STRATEGY TO WORKING SOLUTIONS

I build AI solutions that actually get deployed, not just recommended. PhD researcher with 20+ years building AI systems for high-stakes enterprise, aerospace, and defense environments. I bring the latest AI techniques with the engineering discipline to make them production-ready.

Jesse Lane

How I Help You

ASSESSING YOUR OPPORTUNITIES
I evaluate your AI opportunities and determine what's technically feasible for your specific situation.

What you get

Requirements & Features ListTechnical ArchitectureImplementation Roadmap
BUILDING YOUR SOLUTION
I develop AI systems from pilots to production, scaling my involvement based on your team's capabilities.

What you get

Production-Ready CodeDeployment GuidesUser DocumentationWorking Systems
TRAINING YOUR TEAM
I help your team effectively deploy and use AI tools with hands-on technical guidance.

What you get

Training MaterialsCustom Workflow GuidesImplementation Checklists

Advanced Capabilities

Deep technical expertise across the full spectrum of AI technologies and implementation challenges

Agentic AI Systems
Co-founder of agentic AI startup, building autonomous multi-agent workflows
Large Language Models
Custom implementations from research to production-scale deployment
Reinforcement Learning
Advanced AI training for complex decision-making scenarios
DevOps & MLOps
CI/CD pipelines, Git workflows, model versioning, and automated deployment infrastructure
Computer Vision & Traditional ML
Image processing, object detection, time series analysis, and classical machine learning techniques
Extended Reality (XR)
AR/VR/MR development across enterprise and defense environments
+
And more...
Ready to tackle unique challenges across the AI landscape

Portfolio Highlights

Recent projects spanning space systems, defense applications, training, and rapid development

LETO: Space Station Data Analytics

Developed Leto™, a full-stack spaceflight intelligence system using physics-based models and AI algorithms to monitor Environmental Control and Life Support Systems (ECLSS). This breakthrough system reduces the labor required for critical life support monitoring while providing real-time performance metrics, prognostics, and anomaly detection.

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Space Station Data Analytics Dashboard
ASTERIA - Aerospace & Defense LLM System

ASTERIA: Aerospace & Defense LLM System

Developed Asteria, Leto's sister project, as a wearable AI assistant for deep space missions and submarine deployments where Earth-based support is impossible. This miniaturized LLM system operates within severe SWAP constraints while providing instant access to critical manuals and procedures for crew safety in isolated environments.

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HS

Hunter Sandidge

Chief Developer of Leto and Asteria

Director of Marquette University FinTech; Applied AI and Business Intelligence, Co-Director Northwestern Mutual Data Science Institute, Assistant Professor of Practice

"Jesse was an invaluable asset when designing and developing both Leto, the AI and analytics ecosystem for the life support systems on the International Space Station, and Asteria, the in-suit AI-copilot for the next generation spacesuit. Whether it was software and hardware integration and optimization, machine and reinforcement learning, or agentic generative AI, Jesse was always and consistently one of the strongest voices in the room. If I had to recommend anyone for digital transformation or mission-critical AI design and development, Jesse will always be my first recommendation."

HODOS: Spacesuit AR System

Developed head-up displays (HUDs) with interactive navigation software, Astronaut Smart Glove, and Natural Language Interface for NextEMU spacesuits. Field-tested at Haughton-Mars Project Research Station in Arctic conditions, supporting navigation, sample collection, and terrain surveillance for Artemis EVA operations.

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HODOS Spacesuit AR System Interface
AI Security Workshop - Adversarial Attacks Tutorial

AI Security Workshop

Created comprehensive adversarial attacks tutorial covering runway number detection for aviation safety. The interactive workshop demonstrates famous attacks (panda→gibbon, Tesla speed limit hack), implements FGSM algorithm, and teaches practical defense strategies using the Adversarial Robustness Toolbox with hands-on Jupyter notebooks.

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This Website

Built complete consulting website in days using AI tools, demonstrating rapid development capabilities for non-frontend developer. This project showcases how AI can accelerate development cycles while maintaining professional quality and functionality.

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This Website - AI-Assisted Development
View complete portfolio with research projects and technical detailsPortfolio

Ready to build AI solutions that work?

Let's start with a clear assessment of your opportunities and create a roadmap that gets results.