AI/ML Software Design

AI/ML Software Design

AI/ML Software Design

Working with a network of trusted developers and ML experts, I lead and deliver custom AI projects — from early POCs to production-ready systems. Human-centered design meets cutting-edge technology.

Rapid Prototyping & Validation

Quick development of working AI prototypes to test your ideas before major investment, ensuring technical feasibility and user acceptance. Strategic experimentation that validates market potential while identifying potential challenges early in the development process.

MVP Development Technical Validation Performance Benchmarking Architecture Planning Risk Assessment

Production-Ready Systems

Full-scale AI systems designed for enterprise environments with robust performance, security, and reliability requirements. Built with proper testing, monitoring, and deployment practices that ensure consistent operation under real-world conditions.

System Architecture API Development Load Testing Monitoring & Logging CI/CD Integration

Mobile & Edge Deployment

Optimization and deployment of AI models for mobile devices and edge computing environments. Specialized in model compression, quantization, and efficient inference techniques that maintain accuracy while meeting strict resource constraints.

Model Compression Mobile Optimization Edge Computing Real-time Processing Cross-platform Deployment

System Optimization & Debugging

Comprehensive analysis and improvement of existing AI implementations that aren't performing as expected. Technical debugging, performance optimization, and architectural improvements that maximize the value of your current AI investments.

Performance Profiling Memory Optimization Latency Reduction Accuracy Improvement Code Refactoring

Custom pricing based on project scope and requirements