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You will get a production-ready AI architecture and implementation roadmap

Karl B.Status: Offline
Karl B. Karl B.
Preview imagePreview imagePreview image

Let a pro handle the details

Buy Generative AI services from Karl, priced and ready to go.
Karl B.Status: Offline
Karl B. Karl B.
Preview imagePreview imagePreview image

Let a pro handle the details

Buy Generative AI services from Karl, priced and ready to go.

Project details

Before investing in an AI build, you need clarity on what should be built, how it should work, and which risks must be addressed.

In this fixed-scope 7-day Discovery Sprint, I will evaluate one AI use case and transform it into an implementation-ready decision package.

You will receive:

• Discovery brief and success criteria
• Target architecture and data flow
• Scope, assumptions, and exclusions
• Technical, security, and operational risk register
• Prioritized implementation backlog
• Phased delivery roadmap

The architecture is vendor-neutral and considers data quality, integrations, security, evaluation, human review, observability, cost, and scalability.

This service is ideal for startups and teams preparing to build an AI agent, RAG system, document intelligence workflow, AI-powered feature, or business automation.

Implementation is not included, but the resulting plan can be used by your internal team or continued with me under a separate contract.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer Model
AI Applications
AI Chatbot, AI-Enhanced Classification, Conversational AI, Image Analysis, Natural Language Generation, Natural Language Understanding, Text Recognition
AI Development Language
Python
AI Tools
Azure OpenAI, Hugging Face, PyTorch, Streamlit, TensorFlow
AI Models
ChatGPT, OpenAI Codex

What's included $950

These options are included with the project scope.

$950
  • Delivery Time 7 days
  • Number of Revisions 1
    • Model Documentation
Optional add-ons You can add these on the next page.
Additional Revision
+$150
Additional Related Workflow (+ 3 Days)
+$450
Security & Privacy Risk Review (+ 3 Days)
+$500
Architecture comparison (+ 2 Days)
+$250

Frequently asked questions

Karl B.Status: Offline

About Karl

Karl B.Status: Offline
Production AI & Agentic Systems Engineer | RAG, LLMs, LangGraph
Santiago, Chile - 11:03 pm local time
Need an AI system that works reliably in production, not another fragile prototype? I build agentic systems, RAG pipelines, document intelligence, and backend infrastructure for real business workflows, including regulated environments.

I’m a hands-on Software and AI Engineer with nearly 10 years of experience building production systems. I have served as CTO and VP of R&D, leading multidisciplinary technology teams while continuing to design architectures and write production code.

I can help you with:

• AI discovery, technical architecture, and implementation roadmaps
• LLM agents and multi-agent workflows using LangGraph and LangChain
• Retrieval-Augmented Generation (RAG) and knowledge systems
• Document intelligence using OCR, computer vision, and structured extraction
• Business process automation combining RPA, APIs, and LLMs
• Production APIs and backend systems with Python, FastAPI, Go, and Node.js
• Cloud infrastructure and deployment across AWS, Azure, and GCP
• Evaluation, monitoring, auditability, and human-review workflows

My approach covers the complete delivery lifecycle:

1. Clarify the business problem, users, constraints, and success criteria.
2. Define the architecture, scope, risks, milestones, and acceptance criteria.
3. Implement and validate the system incrementally.
4. Deploy, document, monitor, and transfer the solution.

I’m a strong fit for companies that need to:

• Move an AI prototype into production
• Automate a complex or document-heavy workflow
• Add AI capabilities to an existing SaaS product
• Design a reliable agentic or RAG architecture
• Audit or recover an AI project that is underperforming
• Build the backend and cloud infrastructure required to operate AI reliably

You will work directly with the person designing and implementing the solution. I communicate fluently in English and Spanish and am available for both focused delivery sprints and long-term engagements.

Send me a short description of your workflow, current system, and desired outcome. I’ll help you identify whether the right starting point is a discovery sprint, technical audit, or implementation project.

Steps for completing your project

After purchasing the project, send requirements so Karl can start the project.

Delivery time starts when Karl receives requirements from you.

Karl works on your project following the steps below.

Revisions may occur after the delivery date.

Kickoff and scope confirmation

We review your requirements, confirm the primary use case, stakeholders, constraints, and success criteria.

Current-state assessment

I analyze the existing workflow, systems, data sources, integrations, risks, and technical dependencies.

Review the work, release payment, and leave feedback to Karl.