[ 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.
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.
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 — PresentSAYNT 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 2025ITANZ Private Limited | Karachi, PK
- Engineered robust ETL processes using PL/SQL for structured migration of critical data.
- Developed interactive dashboards in Oracle Analytics Cloud.