Trusted Clients
Intelligent systems for modern problems and ambitious goals
I build intelligent systems that make your business faster, smarter, and more scalable—from AI that automate decisions to full-stack platforms that deliver results.
I work with founders, product teams, and data-driven leaders who need custom-built systems—fast, lean, and production-ready.
Whether it's streamlining complex workflows, extracting insights from vast datasets, or creating high-performance systems to power your business—I help turn tech debt and vague goals into shipping, scalable systems, combining the best of AI and traditional development practices.
Schedule a Free ConsultationRebuilt legacy systems from brittle Ruby code into modern Django + Docker stacks with CI/CD and GCP/Cloud Run — shipped in weeks, not quarters.
Developed a multi-agent LLM system with CrewAI to surface daily key macroeconomic investment signals for financial market insights. Additionally, built a resume data extraction tool with LLM parsing pipelines, integrated with semantic search and customized email generation for personalized recruiting outreach.
Launched a scalable full-stack SaaS platform in under 3 months — built solo from backend to production, with Stripe payments, search, and onboarding features, powered by Django in AWS/EKS with Terraform.
Helped companies with limited technical expertise to identify, hire, and lead high-performing engineers, designers, and marketers, building the right teams to develop both internal tools and customer-facing applications.
I’m Andreas Bayer — a systems architect, tech leader, and hands-on engineer with a proven track record of scaling platforms at IPO-stage startups and driving engineering teams through high-stakes acquisitions.
From lean startups to Fortune 500 giants, I solve tough technical challenges. Whether modernizing legacy systems or building new LLM-driven platforms, I bring a simple approach: get in, figure it out, get it done.
I’ve rebuilt critical infrastructure, launched full-stack SaaS products solo, and led cross-functional teams in engineering, data, and AI. My clients don’t need hand-holding—they need results, and that’s exactly what I deliver.
Here’s what sets me apart. I don’t just talk architecture—I build it. I don’t prototype—I ship. With a blend of deep technical expertise and a get-it-done mentality, I tackle everything from autonomous agents to scaling cloud systems and rewriting broken platforms in weeks, not quarters.
As a co-founder and entrepreneur, I’ve been involved in IPOs and acquisitions, giving me a unique perspective on scaling from startup to public company. My experience extends beyond tech to strategic, operational, and financial success.
Previously, I was Co-Founder & CTO at Beam Solutions, which was acquired by Jumio. I’ve also held senior engineering leadership positions at Xoom, where I was instrumental in its IPO and acquisition by PayPal, and was an early employee at MuleSoft, which went public before being acquired by Salesforce for $6.5B. Additionally, I spent over a decade teaching computer science at UCSC Extension, sharing my passion for tech and mentoring the next generation of engineers.