As a Workflow Automation Specialist, I empower businesses to revolutionize their operations. My approach involves a deep dive into existing business processes, meticulously identifying manual, repetitive, or error-prone tasks that hinder efficiency and waste valuable resources.
Leveraging this understanding, I design and build bespoke automation solutions primarily using Python. My philosophy isn't about fitting a client into a rigid, off-the-shelf platform; it's about crafting tailored software that integrates seamlessly with their current systems. Ultimately, my goal is to enhance operational efficiency, accuracy, and scalability, freeing teams to focus on strategic initiatives rather than getting bogged down in routine tasks.
- B.S. Cybersecurity, Western Governors University
- CompTIA Security+ (2023) - Demonstrates foundational cybersecurity knowledge and skills.
- CompTIA Network+ (2023) - Validates expertise in networking concepts and infrastructure.
- CompTIA A+ (2022) - Confirms proficiency in IT hardware and software technologies.
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Security Automation & Architecture: Designing and implementing robust security automation frameworks, integrating AI to proactively detect and respond to threats within existing infrastructure.
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AI Agent Development: Crafting intelligent AI agents (e.g., LangChain, AutoGen) for autonomous operations, enabling advanced decision-making and complex task execution.
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Cloud & DevSecOps: Architecting secure, scalable cloud solutions (AWS, Azure, GCP) with a strong emphasis on DevSecOps principles and infrastructure as code (Terraform, Ansible).
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LLM Integration & MLOps: Seamlessly integrating Large Language Models (LLMs) into applications and establishing robust MLOps pipelines for efficient model deployment, monitoring, and lifecycle management.
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Network & Application Security: In-depth knowledge of vulnerability assessment, penetration testing, and building resilient network and application defenses.
| Category | Technologies |
|---|---|
| AI & Automation | LangChain, AutoGen & AG Studio 0.4, Ollama, PyAutoGUI, OpenCV, Transformers, TensorFlow, PyTorch, Keras, Custom LLM Integration, Prompt Engineering, AnythingLLM, Composio, SuperAGI, CrewAI, Microsoft Copilot 365, Power Automate, N8N, Zapier, LlamaIndex, Selenium, PyAutoGUI, Agency Swarm |
| Infrastructure & Cloud | AWS (EC2, S3, Lambda, CloudWatch), Azure, GCP, Docker, Kubernetes, Terraform, Ansible, Linux, Apache, Nginx, PostgreSQL, MongoDB, Supabase |
| Networking Engineering | IPSec (including StrongSwan), Python (for networking tasks and automation), NIAP certification processes, Internet Protocols, Network Configurations, VPN (Virtual Private Network), IDS/IPS |
| Security & Troubleshooting | Nmap, Wireshark, Burp Suite, Metasploit, SIEM (Splunk, ELK Stack), pfSense, Custom Security Automation Tools, Port Scanning, Dynamic IP Range Scanning |
| Operating Systems & Virtualization | Ubuntu 24.04 LTS, Parrot OS, Kali Linux, Raspberry Pi OS, Windows, AppArmor (Security Kernel), SELinux (Security-Enhanced Linux Kernel) |
- Architect & Deploy Advanced AI Agents: I design, develop, and deploy sophisticated AI agent systems that autonomously manage complex tasks, from IT operations to security incident response.
- Fortify Systems with AI-Driven Security: I build custom security automation frameworks that integrate LLMs to enhance threat detection, automate vulnerability assessments, and streamline incident remediation.
- Automate & Optimize Cloud Infrastructure: I leverage Infrastructure as Code (Terraform, Ansible) to provision, configure, and manage highly secure and scalable cloud environments on AWS, Azure, and GCP.
- Implement Robust MLOps Pipelines: I establish end-to-end MLOps pipelines for efficient deployment, monitoring, and continuous improvement of AI models, ensuring reliability and performance.
- Develop Bespoke Security Tools: I create specialized tools for security testing, vulnerability assessment, and proactive threat hunting, significantly reducing manual effort and improving security posture.
Here are some projects that highlight my capabilities in AI, automation, and security:
- Contractor-Services
- End-to-end automation system for contractors and remodelers powered by n8n workflows and smart bilingual communication. Handles lead generation, follow-ups, invoicing, dispatching, and reporting.
- AutoGenStudio-Custom-Agents
- Custom agents for AutogenStudio 0.4, including specialized tools and configurations for enhanced human-in-loop conversations and complex task automation.
- AnythingLLM-Custom-Agents
- A collection of custom AnythingLLM agents designed to enhance automation, knowledge retrieval, and AI-driven workflows.
- Windows-File-Cleaner
- A batch script for Windows 11 that cleans temporary files, frees up disk space, and enhances system performance.
I'm always open to collaborating on innovative projects and discussing advancements in AI, security, and automation. Feel free to reach out!
- LinkedIn: Miguel Ocampo
- Email: [email protected]
- GitHub: MiguelAutomate
Securing systems, automating workflows, and bridging AI with infrastructure – driving innovation from concept to deployment.