Mark TellezMark Tellez

Agentic Systems: Building Autonomous AI Solutions

My expertise in Agentic Systems encompasses both popular frameworks and custom implementations. I've worked extensively with CrewAI, LangChain, and the Model Context Protocol (MCP) to build autonomous AI systems that can reason, plan, and execute complex tasks with minimal human intervention.

Technical Proficiency and Strategic Value

My Agentic Systems expertise spans multiple frameworks and approaches—from orchestrating multi-agent systems with CrewAI to building custom agents using LangChain and implementing the Model Context Protocol for enhanced reasoning capabilities. I create AI systems that can autonomously solve complex problems through planning, tool use, and adaptive decision-making.

Real-World Applications

My agentic systems expertise has delivered tangible results across multiple domains:

I've developed autonomous research agents that can gather, analyze, and synthesize information from diverse sources, producing comprehensive reports with minimal human guidance. These systems dramatically accelerate research workflows while maintaining high quality standards.

For business process automation, I've created agentic systems that can handle complex workflows spanning multiple tools and data sources. These agents can make decisions based on business rules, adapt to changing conditions, and execute multi-step processes with remarkable reliability.

I prioritize creating systems that combine powerful reasoning capabilities with practical tool use. My agentic solutions are designed to be both autonomous and controllable, ensuring they deliver value while operating within appropriate constraints.

Agentic Systems Expertise

I've developed specialized skills across several high-value agentic approaches:

CrewAI

Building multi-agent systems that collaborate effectively to solve complex tasks through role-based coordination and specialized capabilities.

LangChain

Developing custom agents with advanced reasoning capabilities, tool use, and memory systems that can handle complex, multi-step tasks.

Model Context Protocol

Implementing structured reasoning frameworks that enhance LLM capabilities through systematic context management and improved decision-making processes.

Autonomous Research

Creating agents that can autonomously research topics, synthesize information from multiple sources, and generate comprehensive reports.

Business Process Automation

Developing agentic systems that automate complex business workflows, reducing manual effort and increasing operational efficiency.

Let's Build Your Next Agentic AI Solution

Looking for an expert who can build autonomous AI systems, multi-agent collaborations, or intelligent automation solutions? I'm ready to help transform your requirements into efficient, production-ready implementations.