Decades of enterprise engineering and healthcare domain experience
Solution architect and hands-on software engineer building production AI systems on Python and AWS: Bedrock, agents, RAG, APIs, and serverless.
I am building live on YouTubeHands-on software engineering for AI-enabled products and production systems.
Models, Agents, Retrieval, and Real Applications
I build AI systems around models: agents, retrieval, tool use, Python services, APIs, and AWS backends.
Applications, Platforms, and Integration
Solution architecture for systems that need to ship: APIs, integrations, cloud platforms, identity, security, and operations at Fortune 500 scale.
Principal / Lead AI Engineering & Solution Architecture
I am seeking Principal and Lead AI Engineering or Solution Architecture roles where I can build, set technical direction, and lead by example.
Built and shipped with cross-platform Flutter, modern clients, AWS Cloud, hybrid cloud, and applied AI engineering.
An AI-powered wellness and recovery platform — built from the ground up with Flutter, AWS, and intelligent AI agents. Journal, track habits, set goals, and get personalized insights powered by machine learning.
Food for Thought Social is a structured conversation app for curious minds. Drop in any article, headline, or hot take — FFT Social turns it into a menu of perspectives. Weigh in dish by dish, see the pros, the cons, and the conditions that flip the answer. Less hot-take, more conversation.
Combining structured family-readiness workflows with an AI planning and retrieval layer while maintaining predictable application behavior, secure data boundaries, and scalable serverless architecture. Built with Strands-based agent orchestration, Amazon Bedrock model integration, and OpenSearch-backed retrieval.
An AI-enabled operations platform for field-service businesses. JABO brings leads, customers, quotes, jobs, scheduling, invoicing, and payments into one workspace, with a natural-language assistant that turns a request into work ready to confirm.
AI engineering means building the system around the model: application services, agent orchestration, retrieval, tools, APIs, enterprise data boundaries, and observability. I work hands-on across Python, AWS serverless, API Gateway, Lambda, DynamoDB, Aurora PostgreSQL, SQS, SNS, and REST APIs.
I also use AI-assisted development as a disciplined productivity tool, with architecture, code review, testing, and production ownership remaining human responsibilities.
Battle-tested across startups and enterprises — the tools and platforms that power modern solutions.
The domain context and engineering conditions where I have the most to contribute.
Deep experience with enterprise healthcare architecture, integration, security, cloud platforms, and operational constraints.
Hands-on work taking applications from concept through cloud architecture and production delivery.
Applying models, agents, retrieval, and AI-enabled workflows within real enterprise architecture constraints.
A solution architect, hands-on software engineer, and technical leader with experience spanning startup product development and large-scale Fortune 500 healthcare technology.
His current focus is GenAI and agentic engineering: designing and building AI-enabled applications with Python, AWS, Amazon Bedrock, and modern agent architectures. He is equally comfortable defining the target architecture and writing the code that makes it work.
Resolve Solutions is the vehicle through which Marty builds products, explores modern engineering, and supports select architecture and engineering work.
About MartyArchitects at the system level while staying close to implementation: APIs, Python services, cloud infrastructure, AI integration, and production delivery.
Partners seamlessly with developers, PMs, and execs. Just as happy writing code as leading strategy.
Product-building experience paired with Fortune 500 architecture work. Moves deliberately without losing momentum.
Application development, platform integration, hybrid cloud, Kong, Okta, Dynatrace, and AWS serverless in a complex enterprise environment.
Feedback from people who have worked directly with Marty on delivery, architecture, and execution.
“I worked with Marty on a cloud and AI project, and it was a great experience. He is quick to understand problems and comes up with simple, effective solutions. He has strong skills in development and system setup, and he keeps the work moving in the right direction.”
“Marty is very involved and supports the team throughout. He helps clear blockers, keeps things organized, and makes sure timelines are followed. He communicates clearly, which helps everyone stay on the same page.”
“He also brings fresh thinking and looks for better ways to get things done using the right tools and ideas. Working with him helped me grow my skills and contribute better to the team.”
Akil Agarwal
Cloud and AI project collaborator
I am interested in hands-on AI engineering and solution architecture roles where I can build, set technical direction, and lead by example.
