Custom Agentic AI System & LLM Workflow (MVP)Aaron Kakembo
I will design and engineer a production-ready, multi-agent AI system tailored to your business bottlenecks.
Stop settling for basic chatbot wrappers. I build "Reality-First" autonomous workflows that actually execute tasks, whether that means turning natural language into code, automating deep research, or orchestrating complex multi-agent crews.
What you get:
Architecture Design: A complete blueprint of the agent workflow, tool selection, and state management (using frameworks like LangChain or CrewAI).
Custom Tool Integration: Giving your AI the ability to interact with your specific databases, APIs, or web browsers.
Prompt Engineering & Guardrails: Strict failure recovery logic and deterministic outputs so your agents don't hallucinate.
Deployment-Ready Code: Delivered in a secure, Dockerized environment ready for production.
FAQs
Just a clear description of the manual process you want to automate, any specific APIs the AI needs to access, and your preferred LLM provider (OpenAI, Anthropic, DeepSeek, etc.).
Yes. I deliver the system as a containerized microservice or a secure REST API that your existing frontend can easily communicate with.
Contact for pricing
Duration1 week
Tags
Claude
Google Gemini
LangChain
Next.js
OpenAI
Python
Automations
Backend Engineer
Artificial Intelligence
Service provided by
Aaron Kakembo Kampala, Uganda
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- Followers
Custom Agentic AI System & LLM Workflow (MVP)Aaron Kakembo
Contact for pricing
Duration1 week
Tags
Claude
Google Gemini
LangChain
Next.js
OpenAI
Python
Automations
Backend Engineer
Artificial Intelligence
I will design and engineer a production-ready, multi-agent AI system tailored to your business bottlenecks.
Stop settling for basic chatbot wrappers. I build "Reality-First" autonomous workflows that actually execute tasks, whether that means turning natural language into code, automating deep research, or orchestrating complex multi-agent crews.
What you get:
Architecture Design: A complete blueprint of the agent workflow, tool selection, and state management (using frameworks like LangChain or CrewAI).
Custom Tool Integration: Giving your AI the ability to interact with your specific databases, APIs, or web browsers.
Prompt Engineering & Guardrails: Strict failure recovery logic and deterministic outputs so your agents don't hallucinate.
Deployment-Ready Code: Delivered in a secure, Dockerized environment ready for production.
FAQs
Just a clear description of the manual process you want to automate, any specific APIs the AI needs to access, and your preferred LLM provider (OpenAI, Anthropic, DeepSeek, etc.).
Yes. I deliver the system as a containerized microservice or a secure REST API that your existing frontend can easily communicate with.
Contact for pricing