AI Automation Architect | LLM Systems Engineer | Operations-First Builder
Stop Losing Leads and Burning Capital on Inefficient Workflows.
I don't just build bots, I map your entire business logic first. As an Operations-First AI Engineer with 3+ years of experience directing multi-department workflows across healthcare, telecom, and manufacturing, I architect true operational intelligence into production-grade AI systems.
Every automation I deliver starts with a "Blueprint Audit." Before a single n8n node is placed, I engineer edge cases, CRM data flows, and human fail-safes into the architecture. This methodology stems from my background managing IT infrastructure for 100+ bed hospitals and large-scale ISP networks, where 99.9% uptime was the standard.
Specializations & Client ROI: Omni-Channel AI Front Offices: Vapi low-latency voice agents + RAG knowledge bases + n8n/Make.com orchestration.
Enterprise SaaS Development: Predictive ML pipelines, multi-tenant architectures, and real-time risk scoring using PyTorch and Next.js 15.
Document Intelligence: OCR-powered extraction to automate accounting and ESG reporting from unstructured data.
Certified & Published Expertise:
Google Certified AI Professional
Registered Engineer (PEC)
Published Researcher in MDPI Sustainability (IoT & Smart Systems)
I bridge the gap between high-level business strategy and deep technical execution. Let’s replace your manual bottlenecks with predictable, high-performing AI infrastructure.
Work Terms
To ensure high-quality collaboration and project success, I operate under a structured 5-Step Engineering Sprint:
Paid Discovery / Blueprint Audit: A deep-dive session to map your business logic and define technical requirements ($200 minimum budget).
Architecture Design: I provide a visual system diagram before the build begins.
Agile Development: Incremental builds with regular Loom walkthroughs for transparency.
UAT & Hardening: Rigorous testing of fail-safes and edge cases.
Handoff & Technical SOP: You receive the full system plus a custom Standard Operating Procedure for your team.
Payment & Communication:
Milestones: Preferred for large-scale SaaS or RAG projects.
Hourly: $40/hr for ongoing maintenance, consulting, and workflow optimization.
Availability: Open to Remote/Global. Active communication via Guru, Slack, or scheduled Zoom calls. Guarantee: I prioritize system uptime and data integrity above all else.