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LLMs & Agentic Pipelines

Replacing Friction with Pure Intelligence.

The AI revolution isn't just about chatbots. It's about embedding deep semantic understanding and tool-calling autonomy directly into your proprietary business logic. I build custom, secure AI and RAG pipelines for modern enterprises.

RAG (Retrieval-Augmented Generation)

Don't rely on generic LLM models. I build vector databases that ingest your PDF repositories, proprietary Confluence wikis, or database instances, allowing AI to strictly answer and query questions based 100% on your internal secure company data.

Agentic Tool Calling Workflows

Chatbots are limited. I build AI Agents. Utilizing function calling with OpenAI or Anthropic Claude, I can construct workflows where the AI can autonomously format spreadsheets, trigger external API webhooks, execute code, or dispatch emails on command.

Data Extraction & Analysis

Automate the tedious process of reading unstructured text from customer emails, parsing it into strict JSON schemas, and piping it instantly into your CRM or database. Save hundreds of man-hours per month.

Enterprise AI FAQs

Demystifying how generative AI securely integrates with your business.

Is deploying an internal LLM secure?+
Yes. By utilizing Enterprise tier APIs (like OpenAI or Anthropic) or deploying open-source models (like Llama 3) via private VPC networks, your proprietary data is strictly sandboxed. It is never used to train global models.
Do you build the frontend for these tools as well?+
Yes. I specialize in the Next.js App Router and React. This means I don't just write python scripts; I deliver a highly polished, fully-functional web interface for your employees or customers to interact with the AI pipeline seamlessly.
Can an AI agent connect to our current database?+
Absolutely. I can construct safe, read-only functional boundaries where the AI can query your specific SQL/NoSQL databases to answer user questions with 100% factual, internal data.

Let's automate your bottlenecks.

Describe your workflow friction and I'll detail how we inject generative AI to solve it.

Or email me directly at

opina.bon30@gmail.com