
AI Engineer & Solution Architect
10 years software engineering • 7 years AI specialization
Specialized in integrating and deploying production AI systems. Built document processing pipelines handling 1.2M+ documents monthly using LLMs, VLMs, and computer vision models. Expert in taking ML models from research to scalable production infrastructure.
Highlights from 11 professional projects building production AI systems
📅 2023 - 2026
Integrated Large Language Models and Vision-Language Models into production document extraction system, architecting end-to-end AI solution serving enterprise clients.
📅 2024
Promoted adoption of AI coding assistants across the organization, first to integrate GitHub Copilot company-wide.
📅 2022
Architected and integrated self-hosted enterprise RAG system using Langchain (early adoption), vector databases, and agent frameworks to provide intelligent access to company knowledge base.
📅 2019
First AI solution integrated at Springtime Technologies - CNN-based field extraction system with custom embedding layer for automated invoice processing.
📅 2025 - 2026
Built private AI infrastructure for experimenting with state-of-the-art generative models across video, image, and audio domains.
📅 2017 - 2019
Implemented autonomous trading system using OpenAI's reinforcement learning algorithms, deployed on live cryptocurrency exchange.
📅 2014
Built automated poker bot using computer vision, OCR, neural networks, and custom HUD to play on PokerStars.
Building production AI systems that scale
Production deployment of LLMs, VLMs, RAG systems, and custom ML models. Experience with PyTorch, TensorFlow, Langchain, vLLM in enterprise environments.
7 years building document extraction systems. CNNs, transformers, OCR integration, and vision-language models processing millions of documents monthly.
Azure GPU VMs, Docker, Kubernetes, Terraform. Scalable model serving infrastructure with monitoring, CI/CD, and cost optimization.
I'm open to AI engineering opportunities at innovative companies working on challenging problems. Let's discuss how I can help you build production AI systems.