[ ORCHESTRATING MULTI-AGENT SWARMS ]

AMMAR SHAH
AI ARCHITECT.

Designing Autonomous Multi-Agent Systems & Scalable LLM Orchestration. Engineering robust logic at the frontier of machine intelligence.

Explore Projects

Featured
Projects

01
Production

CodeGuard AI

  • Engineered a multi-agent orchestration layer using n8n and LangGraph to pass 130+ concurrent code-validation tests.
  • Integrated Clearbit API for real-time origin enrichment, automatically routing PRs based on developer seniority and region.
  • Built a high-frequency Webhook listener that triggers parallel agent swarms, reducing manual linting/review latency by 65%.
02
Enterprise / Herbion

Dossier Automation

  • Developed an end-to-end Agentic RAG system featuring OCR-driven processing for financial and compliance documents.
  • Implemented modular ML pipelines that cross-validate extracted metadata against purchase orders, reducing prep time by 90%.
  • Engineered an automated filing system that organizes dossiers in Google Drive by vendor and approval status for SLA compliance.
agent_orchestrator.sh
03
Lab / R&D

AI Research Assistant

  • Architected a dynamic task-planning engine that utilizes Cron triggers to scrape and synthesize research across 10+ API sources.
  • Integrated multi-platform logic (Twitter/LinkedIn API) to publish research findings with real-time Telegram bot confirmation loops.
  • Optimized data ingestion layers using PL/SQL logic, ensuring unified retrieval-augmented adaptive decisions for technical analysis.

Ingest

Reason

Evaluate

Architect
Stack

Ammar Shah
Python
PyTorch
LLMs
LangChain
LangGraph
RAG
Multi-Agent
FastAPI
React
PostgreSQL
C++
AWS
Docker
Redis
CI/CD

Career
Timeline

AI Architect Engineer

Jan 2026 — Present
SAYNT AI | Karachi, PK
  • Architected production-grade Multi-Agent AI systems with complex state-management and memory.
  • Optimized AI system performance balancing latency and cost-efficiency with rigorous AIOps monitoring.

Data Engineering Intern

Jul 2025 – Aug 2025
ITANZ Private Limited | Karachi, PK
  • Engineered robust ETL processes using PL/SQL for structured migration of critical data.
  • Developed interactive dashboards in Oracle Analytics Cloud.