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

Production AI Systems.
Shipped Fast.

We build production AI systems that actually work.
LLM integration, legacy system upgrades, blockchain infrastructure.
Built in Rust.

Rust + WASM Claude/GPT APIs Legacy ERPs Cairo Solidity
View Production System GitHub Profile

Technical Capabilities

Agentic Workflow Development

Production AI systems that handle voice, text, and image inputs. Tool integration, context management, reliable execution.

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

Legacy System Modernization

Retrofit analytics and dashboards on aging ERPs without expensive rewrites. Fast, production-ready deployments.

  • ERP integration (Tally, XML APIs)
  • Rust + WASM for performance
  • Cost-effective rapid prototyping
  • Real-time data integration (WebSockets)

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

Legacy ERP Analytics System

Rust + WASM browser-based analytics for Tally ERP

Built a stock analysis and reporting dashboard for an electrical distributor running Tally ERP. The system retrofits modern analytics capabilities without modifying the legacy ERP system.

Rust Server + WASM Client
100% On-Premise
Fast Rapid Development
  • Rust server integrates with Tally XML API
  • WASM module handles all analytics in browser
  • Daily caching for performance
  • Interactive dashboards for inventory analysis
  • Deployed on local network for data security

Technical Background

15+ years building complex systems at scale

AI & Agentic Systems

  • LLM Integration (Claude, GPT, Groq)
  • Multi-agent Orchestration
  • Multi-modal Processing
  • Production Deployment

Systems Programming

  • Rust (Tokio, Axum)
  • WASM for browser analytics
  • WebSocket/Real-time Systems
  • Legacy ERP Integration
  • Performance Optimization

Blockchain

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

Let's Build

Available for contract work: AI system integration, legacy platform modernization, and blockchain infrastructure. Fast delivery, production-ready code.

GitHub Twitter/X