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Recent Work

Production AI systems delivering measurable business impact across healthcare, manufacturing, finance, and technology sectors.

Featured Projects

Clinical Trial ML Platform

Healthcare & Pharmaceuticals

Challenge

Predictive patient selection for cancer drug clinical trials with complex genomic data and strict regulatory compliance requirements

Solution

Custom ensemble ML models with diffusion techniques and LangChain orchestration for automated patient-drug matching and trial optimization

Key Results

85% accuracy improvement

$2M+ annual cost savings

50% faster trial recruitment

FDA compliance achieved

Timeline

24 months

Tech Stack

TensorFlowPythonLangChain+3

Click for detailed technical breakdown →

Construction Technology Platform

Construction & Restoration

Challenge

Field operations in zero-connectivity environments with manual billing processes causing significant profit loss and multi-week estimate delays

Solution

Offline-first PWA with AI-powered billing system, custom AI agents for cost estimation, and seamless mobile-cloud synchronization

Key Results

200% operational capacity increase

80% faster estimates

35% accuracy improvement

99.9% data consistency

Timeline

12 months

Tech Stack

ReactRedux ToolkitAWS Lambda+4

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Gaming Analytics Platform

Gaming & Entertainment

Challenge

Real-time processing of 50M+ daily gaming events with strict regulatory compliance across multiple jurisdictions and sub-second response requirements

Solution

Probabilistic algorithms with Azure Machine Learning, LangChain integration, and high-throughput analytics platform for player retention optimization

Key Results

99.9% uptime achieved

25% increase in customer lifetime value

100K+ concurrent users

Multi-jurisdiction compliance

Timeline

36 months

Tech Stack

C#AzureApache Kafka+4

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Autonomous Object Recognition System

Nuclear & Environmental

Challenge

Autonomous object recognition and debris classification in extreme hazardous environments where human presence is impossible

Solution

ROS-based computer vision system with real-time image processing and autonomous navigation for disaster cleanup operations

Key Results

94% object classification accuracy

1,000+ images processed per hour

Zero human exposure risk

Advanced autonomous navigation

Timeline

8 months

Tech Stack

ROSComputer VisionPython+2

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Healthcare Telehealth Platform

Public Health

Challenge

Connecting 3,400+ seniors with appropriate medical providers while managing complex insurance networks and health screening requirements

Solution

AI-powered screening system with automated intake, provider matching, and integrated telehealth platform for rural healthcare access

Key Results

50% reduction in patient intake time

3,400+ seniors connected

Rural healthcare access expansion

Automated screening success

Timeline

6 months

Tech Stack

ReactAI ScreeningHealthcare APIs+2

Click for detailed technical breakdown →

AI Lead Qualification Platform

Financial Services

Challenge

Manual lead qualification and business development processes causing significant delays, high error rates, and missed revenue opportunities

Solution

AI-powered lead qualification platform with automated workflow systems, intelligent scoring, and decision support for business development teams

Key Results

Automated lead qualification

Intelligent scoring system

Workflow optimization

Enhanced business development

Timeline

18 months

Tech Stack

AI/ML SystemsWorkflow AutomationLead Scoring+2

Click for detailed technical breakdown →

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Trusted by Industry Leaders

From Fortune 500 companies to innovative startups, we deliver AI solutions that drive measurable business results.

Premier Enterprise Clients

Boeing
Aerospace
Ford
Automotive
GM
Automotive
U.S. Steel
Manufacturing

Additional Enterprise Partners

Match Group
Technology
Lufthansa
Aviation
Lincoln Electric
Manufacturing
Goodyear
Manufacturing
Firestone
Manufacturing
Energy Harbor
Energy
Constellation
Energy
Flutter Entertainment
Gaming
Government of Japan
Government
Kent State University
Education
Lincoln General Insurance
Insurance
Portage County Health
Public Health

Industry Expertise

Healthcare & Life Sciences

  • Clinical trial optimization
  • Drug efficacy prediction
  • Patient screening systems
  • Telehealth platforms

Manufacturing & Industrial

  • Quality control automation
  • Production optimization
  • Predictive maintenance
  • Supply chain analytics

Financial Services

  • Fraud detection systems
  • Risk assessment models
  • Trading algorithms
  • Business process automation

Technology & Gaming

  • Real-time analytics platforms
  • Matching algorithms
  • User behavior prediction
  • Regulatory compliance systems