Transform fragmented manual tasks into autonomous production systems. 14+ years of industrial automation logic meets modern LLM orchestration.
Unlike typical automation freelancers, I bring 14+ years of operational experience from GEA and Siemens — I understand your business before building a single workflow.
I map your entire workflow before automating anything. 14 years identifying operational bottlenecks at enterprise level means I know exactly what to automate — and what not to.
Every system includes error handling, retry logic, monitoring, and human override checkpoints. Inspired by SCADA systems I designed for 99.9% uptime at Siemens.
I speak both languages — technical enough to build complex LLM pipelines, business-savvy enough to measure ROI and explain results to non-technical leadership.
One of the few engineers globally with n8n Level 2 certification. Advanced capability in autonomous workflows, complex API integrations, and multi-system data routing.
Every project includes complete documentation, team training session, and 30 days of optimization support. You own the code, fully understand it, and can maintain it.
Avoid high cloud subscription fees and data privacy risks. I specialize in deploying self-hosted n8n and local LLM instances on your own infrastructure for maximum data sovereignty.
Enterprise-grade automation built on 14+ years of industrial system logic and modern AI orchestration.
Click any project to see the full challenge, solution, and measurable results.
Unified conversational AI agent that handles inbound queries, qualification, and routing across WhatsApp and Telegram with seamless human takeover.
Centralized AI engine generating structured educational content and fully automated Instagram posts at scale. Designed for high-volume, scheduled, autonomous content production.
Agentic workflow that scrapes profiles, enriches via Apollo/Clearbit APIs, and generates personalized outreach using Claude 3.
RAG-based support assistant using Flowise and n8n that answers from your knowledge base with 90%+ accuracy and auto-escalation.
Intelligent email classification that auto-categorizes, prioritizes, and labels emails using AI — reducing inbox management time by 80%.
Complete scheduling automation with WhatsApp integration, smart reminders, rescheduling logic, and post-appointment follow-ups.
From programming PLCs at Siemens to building AI-powered workflows — a career built entirely around making complex systems work reliably.
Achieved n8n Level 2 Certification and now architecting production-grade AI automation systems for global clients — combining deep enterprise operations knowledge with cutting-edge LLM and workflow technology integrated with complex APIs .
Dual-focus role managing service sales activities while leading internal digital transformation. Developed an automated enquiry tracking system and integrated CRM-ERP workflows that streamlined sales operations and saved 15+ engineering hours monthly.
Designed SCADA and PLC systems requiring 99.9% uptime. This industrial background instilled the "Reliability-First" mindset used today to build error-resilient AI workflows.
Designed I&C systems for water treatment plants, supported automation sales with Siemens/Rockwell templates, and completed an international engineering program in Colombia focused on ISA standards.
Book a free 30-minute consultation. I'll analyse your workflow, identify automation opportunities, and tell you exactly what's possible — no obligation.
Whether you have a clear brief or just an idea — reach out and let's figure out the best automation approach for your business.
Businesses required a unified conversational AI system to manage high volumes of inbound WhatsApp and Telegram queries while maintaining qualification accuracy, routing logic, and seamless handover to human agents. Manual handling created delays, inconsistent responses, and limited scalability.
Designed and deployed an AI-driven conversational agent built using n8n workflows integrated with OpenAI GPT-4. Implemented intelligent routing logic, automated lead qualification, webhook integrations, CRM data logging, and fallback human escalation flows. System supports multi-channel messaging with structured conversation tracking and analytics.
Businesses required large-scale, consistent content generation across multiple formats — including structured educational worksheets and daily social media posts — without increasing operational headcount. Manual creation was slow, inconsistent, and not scalable.
Designed and deployed a centralized AI content automation engine using n8n, OpenAI GPT-4, and workflow orchestration systems. The platform dynamically generates structured educational content as well as fully automated Instagram posts based on predefined schedules, themes, and content strategies.
Implemented bulk processing logic, dynamic prompt frameworks, structured output validation, rate limiting, and auto-scheduling pipelines for reliable, high-volume content delivery.
Sales teams required a scalable system to identify, enrich, and personalize outreach to high-value prospects. Manual prospecting was time-consuming and inconsistent, limiting campaign scale and response quality.
Designed an automated lead enrichment workflow using n8n integrated with Apollo and Clearbit APIs. Implemented AI-powered personalization using Claude 3 to generate context-aware outreach messages. Built structured sequencing logic for multi-touch campaigns with CRM integration and response tracking.
Customer support teams required faster resolution times and accurate answers from large knowledge bases. Manual knowledge lookup resulted in inconsistent responses and delayed escalation handling.
Developed a Retrieval-Augmented Generation (RAG) system using Flowise and n8n. Implemented vector-based search to retrieve relevant documentation before passing context to the LLM for grounded responses. Integrated automated escalation logic for low-confidence answers.
High-volume email environments required automated categorization, prioritization, and structured handling. Manual inbox management reduced productivity and delayed high-priority responses.
Designed an AI-driven email classification system using n8n and Gmail API. Integrated Groq LLM for rapid categorization and label assignment. Implemented rule-based routing and auto-response workflows for operational efficiency.
Businesses required structured appointment scheduling with automated reminders, rescheduling logic, and post-appointment follow-ups. Manual coordination led to missed appointments and inconsistent customer communication.
Built an automated scheduling system using n8n integrated with WhatsApp API, CRM, and Calendar APIs. Implemented reminder workflows, rescheduling logic, and automated follow-up messaging based on appointment outcomes.