Engineering Intelligent
Full-Stack AI Agents
Hi, I am Sathish Raja. Senior Engineer with 14+ years of experience optimizing system orchestration, core Node.js clusters, and multi-agent frameworks.
01. Core Capabilities Matrix
Comprehensive skill-distribution mappings pulled from 14+ years of professional code bases.
Professional Timeline Profile
I specialize in structuring and shipping production-grade distributed architectures across Singapore. My experience spans high-throughput web portals for public-sector platforms, hardware integration layers for autonomous mobile robotics, and cutting-edge non-linear background workers built via LangGraph multi-agent runtimes.
By standardizing development environments via Docker container pipelines, I consistently minimize deployment operational vulnerabilities by 50% while scaling overall data transaction outputs by 40%.
🤖 Generative AI
- ■ LangGraph Flow Orchestration
- ■ Multi-Agent System Design
- ■ RAG Text Vector Embeddings
- ■ Model Context Protocol (MCP)
- ■ Qdrant Core Database Vectoring
💻 Client UI Stack
- ■ Next.js 16 Server Architecture
- ■ React 19 Application Pipelines
- ■ TypeScript Strict Parameter Layer
- ■ Tailwind CSS v4 Engine UI
- ■ Zustand Central State Caching
⚙️ Server Operations & Systems Optimization
BACKEND ENGINE
Node.js / Express 5
TASK QUEUEING
BullMQ / Redis Cache
CONTAINER LOGS
Docker Engine Pipeline
DATABASE INTEGRITY
PostgreSQL / MongoDB
02. Projects Repository
SmartHireAI Platform
Multi-tenant AI Applicant Tracking System managing secure agent workflows across recruitment pools.
- ▶ Coordinated multi-agent screening workflows using @langchain/langgraph and @langchain/ollama.
- ▶ Engineered an async document parsing loop ingest pipeline using pdf2json backing local Qdrant vectors.
- ▶ Regulated compute footprints by abstracting ingestion routines into unblocked BullMQ worker networks.
sWorkflow Platform
Configurable automation infrastructure controlling navigation path logs for multi-floor robotics fleets.
- ▶ Bridged high-scale processing networks securely into third-party automated AMR equipment rigs.
- ▶ Standardized sandboxed deployment routines with Docker layers, scaling down runtime faults by 50%.
03. Secure Contact Network Node
Initiate connection routines directly for enterprise requirements or technical consulting allocations.