AI/ML Consulting

Strategic support for companies looking to integrate AI effectively. From feasibility assessments to designing robust ML roadmaps, I help you align AI initiatives with your business goals and market realities.

Computer Vision Systems

Custom visual AI implementations from real-time object detection to complex scene understanding. Specialized in building robust vision pipelines that handle challenging real-world conditions, from manufacturing quality control to medical imaging analysis.

Object Detection Image Segmentation Object Tracking Image Generation 3D Vision

LLM and Voice AI

Implementation and fine-tuning of large language models and voice AI systems for your unique business requirements. From conversational AI to document processing and speech recognition, creating intelligent systems that understand and generate human-like responses.

Model Fine-tuning RAG Systems Speech Processing Custom Embeddings Multi-modal AI

Custom Model Development

Specialized model architectures tailored to unique data types and constraints. From time series forecasting and anomaly detection to 3D point cloud processing and multi-modal learning, creating models that solve problems where off-the-shelf solutions fall short.

Time Series Analysis 3D Deep Learning Anomaly Detection Multi-modal Models Custom Architectures

Mobile & Edge Optimization

Model compression and optimization for deployment on resource-constrained devices. Specialized techniques including quantization, pruning, and knowledge distillation to achieve real-time performance while maintaining accuracy on mobile and edge hardware.

Model Quantization Neural Pruning Edge Deployment Real-time Inference Hardware Acceleration

Scalable System Architecture

Design of robust, high-performance ML systems that handle production workloads efficiently. Focus on building maintainable architectures with proper monitoring, versioning, and deployment strategies that scale from prototype to enterprise-level traffic.

Model Serving Pipeline Design Performance Monitoring Auto-scaling System Integration

Consulting rate: $100/hour • Initial consultation available to discuss project scope

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