Senior AI Systems Engineering | 15+ Years | Ex-Amazon, Microsoft

Production AI Systems.
Shipped Fast.

We build and deploy production agentic systems that actually work. From LLM integration to complex workflow orchestration.

Rust Anthropic/OpenAI APIs RAG Pipelines Cairo Solidity
View Production System GitHub Profile

Technical Capabilities

Agentic Workflow Development

Design and implement multi-agent systems with complex context handling, tool calling, and autonomous task execution.

  • Custom agent orchestration
  • Tool function implementation
  • Context window optimization
  • Multi-modal processing (text/voice/image)

RAG & LLM Integration Systems

Build production-ready RAG pipelines with enterprise-grade reliability and performance.

  • Vector database integration
  • Document processing pipelines
  • Embedding optimization
  • Hybrid search strategies
  • Claude/GPT/Groq API integration

Blockchain & Smart Contracts

Deep expertise in blockchain applications, smart contract development, and decentralized systems.

  • Starknet/Cairo development
  • EVM chains
  • Cross-chain bridges
  • DeFi protocol development
  • On-chain analytics

Production AI Workflow System

Multi-modal business automation with real-time processing

The Challenge

A major distributor needed to automate complex business workflows including quotation generation, inventory queries, and price lookups. The system needed to handle text, voice, and image inputs through messaging platforms while integrating with existing ERP systems.

System Architecture Diagram

Technical Implementation

The full application and AI orchestration is implemented in Rust for speed and efficiency. The system uses Kimi-K2-Instruct for query understanding with Claude-Sonnet-4 fallback, custom tool functions for business logic, and real-time WebSocket connections for ERP integration.

<2s Response Time
99.9% Uptime
3 Input Modalities
24/7 Autonomous Operation

Key Features

  • Multi-modal input processing (text, voice, handwritten images)
  • Real-time ERP integration via WebSocket
  • Automatic PDF generation with dynamic pricing
  • Cost tracking per API call with database logging
  • Fallback LLM strategy (Claude → Groq)
  • Session-based context management
  • Rate limiting and error recovery
  • AI workflow observability and debuggability

Tech Stack

Backend: Rust (Tokio, Axum)
AI/ML: Claude API, Groq, AWS Textract, Whisper
Infrastructure: PostgreSQL, WebSocket
Deployment: Docker, DigitalOcean App Platform

Technical Background

15+ years building complex systems at scale

AI & Agentic Systems

  • LLM Integration (Claude, GPT, Groq)
  • RAG Pipeline Development
  • Agent Orchestration
  • Vector Databases

Systems Programming

  • Rust (Tokio, Axum)
  • WebSocket/Real-time Systems
  • Distributed Architecture
  • Performance Optimization

Blockchain

  • Cairo/Starknet
  • Solidity/EVM
  • Smart Contract Security
  • DeFi Protocols
  • Cross-chain Bridges

Need Senior AI Engineering?

Available for contract work on complex AI systems, agent development, and production deployments.

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