Portrait of Enrique Pabón Ramírez, AI Solutions & Delivery Leader

Enrique Pabón Ramírez

Artificial Intelligence (AI) Solutions & Delivery Leader

Industrial Engineer & MBA | AI Solutions, Data & Operations in Regulated Industries

Bogotá, Colombia

+57 314 206 4795 Email LinkedIn

About Me

Bilingual Industrial Engineer with an MBA and 15+ years of experience leading transformation in highly regulated and operationally complex sectors, including agroindustry, pharmaceutical cannabis, glass manufacturing, and automotive. I design and deliver AI and data-enabled solutions—from scoping to implementation and scale—across end-to-end supply chains, operations, and commercial functions. My recent work focuses on AI-powered process optimization, computer vision, conversational agents, and no-code automation integrated with ERP and BI environments. I serve as the AI lead and internal trainer in my current company and have delivered multiple webinars on AI for business to corporate audiences in Mexico, helping non-technical teams adopt AI responsibly and confidently.

Featured Projects

Transforming operations through AI-powered solutions across regulated industries

Dashboard-style visualization of a smart AI system orchestrating flows between multiple palm oil extraction plants, with data charts and process lines

Smart-flow AI for Palm Oil Extraction Plants

AI Solutions Lead & Delivery Owner

Design and implementation of an AI-based Smart-flow system that orchestrates fruit and process flows across multiple extraction plants, integrated with SAP/ERP and BI for real-time visibility.

  • Designed and led an AI-driven smart-flow system to orchestrate process steps across multiple palm oil extraction plants
  • Integrated the solution with SAP/ERP and BI dashboards to provide real-time visibility on throughput, bottlenecks, and quality
  • Reduced manual coordination and improved planning accuracy and plant utilization
  • Collaborated with operations, IT, and leadership teams to move from pilot to scalable deployment
LLMs ERP Integration Process Optimization
Close-up of palm fruit on a conveyor belt being scanned by computer-vision cameras with AI overlays highlighting quality categories

Computer Vision for Fruit Quality & Process Control

Product Owner for Computer Vision Initiative

Computer vision models to classify palm fruit quality and detect under-processed bunches, connected to quality metrics and waste reduction.

  • Spearheaded the development of computer vision models to classify palm fruit quality and detect under-processed bunches
  • Connected model outputs to quality dashboards and operational alerts for plant managers
  • Reduced reprocessing and waste while supporting more sustainable use of raw materials
  • Worked closely with field teams and plant operators to validate the solution in real-world conditions
Computer Vision Quality Control Sustainability
Farmer using a smartphone with a WhatsApp chat open showing an AI assistant, with fields and crops in the background

AI-powered WhatsApp Advisory Agents for Farmers

Conversational AI Lead

Design and deployment of AI agents on WhatsApp to support farmers and partners with guidance on deliveries, quality, and basic agronomic advice.

  • Co-designed and deployed AI-powered WhatsApp agents to support farmers and agricultural partners
  • Provided real-time guidance on deliveries, quality standards, and basic agronomic recommendations
  • Improved responsiveness, transparency, and trust with rural stakeholders
  • Reduced dependency on manual call-center interactions and repetitive inquiries
Conversational AI LLMs AgriTech
Diagram of interconnected apps and services orchestrated by a central no-code automation platform, with icons representing ERP, messaging, and analytics

No-code Automation with n8n for Operational Workflows

Automation Architect

Implementation of no-code automations connecting ERP, logistics systems, messaging channels, and reporting tools to reduce manual work and errors.

  • Implemented automated workflows in n8n to connect ERP data, logistics systems, messaging channels, and reporting tools
  • Reduced repetitive manual tasks and improved data consistency between central and field teams
  • Accelerated information flow for planning, execution, and reporting
  • Enabled non-technical users to benefit from automation without writing code
No-Code Automation n8n Workflow Design
Modern analytics dashboard with charts and a side panel showing AI-generated written insights and recommendations

AI-augmented BI Dashboards for Executive Decision-making

Analytics & Decision Support Lead

Creation of interactive dashboards with AI-enhanced analysis for leadership and operational teams, combining key metrics and AI-generated narratives.

  • Built interactive BI dashboards combining KPIs with AI-generated insights and narratives
  • Helped senior leaders and operational managers monitor performance and detect anomalies early
  • Supported data-informed decisions across supply chain, operations, and commercial functions
  • Encouraged broader data literacy and self-service analytics within the organization
Business Intelligence Data Analytics Strategy Support

AI Speaking & Training

Empowering teams to adopt AI responsibly and confidently

AI Lead & Internal Trainer

Serving as the AI lead and internal trainer in my current company, driving AI adoption and capability building across teams.

Corporate Webinars

Delivered 5+ webinars on AI in business to corporate audiences in Mexico, helping non-technical teams understand and leverage AI effectively.

My Training Approach

  • Translation: Translating complex AI concepts (LLMs, generative AI, automation) into practical business language.
  • Responsibility: Designing hands-on sessions that focus on responsible AI, governance, and data privacy awareness.
  • Adoption: Fostering curiosity, experimentation, and safe AI adoption across operational teams.
Professional webinar setting with a speaker presenting AI concepts to a business audience

Experience & Impact

15+ years transforming operations across regulated industries

2022 – Present

AI Solutions & Delivery Leader

Agroindustry Sector

2019 – 2022

Operations & Digital Transformation Manager

Pharmaceutical Cannabis Industry

2015 – 2019

Supply Chain & Operations Lead

Glass Manufacturing

2010 – 2015

Process Engineer & Continuous Improvement

Automotive Industry

Areas of Expertise

AI & Data

LLMs & Generative AI Computer Vision Conversational AI Business Intelligence No-Code Automation

Supply Chain & Operations

Process Optimization ERP Integration Logistics Quality Management Planning & Scheduling

Regulated Industries

Agroindustry Pharmaceutical Cannabis Glass Manufacturing Automotive

Responsible AI & Governance

AI Ethics Data Privacy Compliance Risk Management

Training & Learning

Corporate Training Webinars Knowledge Transfer Team Building

Let's Connect

Open to discussing AI solutions, speaking opportunities, and collaboration

Enrique Pabón Ramírez

enriquepabonramirez@gmail.com +57 314 206 4795 linkedin.com/in/enriquepabon
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¡Hola! Soy el asistente virtual de Enrique. Puedo responder preguntas sobre su experiencia profesional, proyectos, habilidades y trayectoria. ¿En qué puedo ayudarte?