Deploy a production-ready AI layer into your existing software. I specialize in building the "Base Layer" for companies, integrating RAG (Retrieval-Augmented Generation) and Model Context Protocol (MCP) to turn your static data into an actionable, intelligent ecosystem.
While others build simple chat boxes, I engineer secure, provider-agnostic systems that allow LLMs to safely interact with your private databases, CRMs, and internal tools.
What’s Included:
MCP Tooling Layer: Custom servers that allow AI to safely trigger business actions (e.g., create orders, query inventory, schedule meetings).
Advanced RAG Pipeline: Secure indexing of Firestore/SQL, Notion, and GDrive with hybrid search (Vector + Keyword).
Enterprise Orchestration: Multi-model support (OpenAI, Claude, Gemini) with built-in caching, cost controls, and PII redaction.
Evaluation & Monitoring: Full observability using Langfuse/OpenTelemetry to track accuracy, latency, and success metrics.
Production Deployment: Scalable infrastructure on Vercel, Cloud Run, or Kubernetes with full CI/CD integration.
I deliver a complete AI gateway from the architecture docs and SDKs to the admin dashboards ensuring your AI features are measurable, secure, and ready to scale.
FAQs
Yeah based on my expertise I'm already worked on the main ones that I can easily work on others.
Yes, because I'm not serving here software development services but also Hardware that is my next focus market industry especially AI Hardware New generation will come soon.
Testing is the most and main phase in whole project and in the product because is the key I know the quality and future of the product ! So I'm working in all standard and making easy and fully to ensure all workflows working together properly.
Deploy a production-ready AI layer into your existing software. I specialize in building the "Base Layer" for companies, integrating RAG (Retrieval-Augmented Generation) and Model Context Protocol (MCP) to turn your static data into an actionable, intelligent ecosystem.
While others build simple chat boxes, I engineer secure, provider-agnostic systems that allow LLMs to safely interact with your private databases, CRMs, and internal tools.
What’s Included:
MCP Tooling Layer: Custom servers that allow AI to safely trigger business actions (e.g., create orders, query inventory, schedule meetings).
Advanced RAG Pipeline: Secure indexing of Firestore/SQL, Notion, and GDrive with hybrid search (Vector + Keyword).
Enterprise Orchestration: Multi-model support (OpenAI, Claude, Gemini) with built-in caching, cost controls, and PII redaction.
Evaluation & Monitoring: Full observability using Langfuse/OpenTelemetry to track accuracy, latency, and success metrics.
Production Deployment: Scalable infrastructure on Vercel, Cloud Run, or Kubernetes with full CI/CD integration.
I deliver a complete AI gateway from the architecture docs and SDKs to the admin dashboards ensuring your AI features are measurable, secure, and ready to scale.
FAQs
Yeah based on my expertise I'm already worked on the main ones that I can easily work on others.
Yes, because I'm not serving here software development services but also Hardware that is my next focus market industry especially AI Hardware New generation will come soon.
Testing is the most and main phase in whole project and in the product because is the key I know the quality and future of the product ! So I'm working in all standard and making easy and fully to ensure all workflows working together properly.