Ahnaf Thaqeef

production AI apps independently architected, deployed, and maintained for the Malaysian and SEA market

self-healing n8n automation engine orchestrating Claude, Groq, OpenAI, Gemini — zero manual intervention on mission-critical workflows

retrieval-augmented pipelines with vector DB integration (Pinecone, Weaviate, pgvector) for context-aware, memory-enabled AI outputs

multi-tenant SaaS architecture with per-user API key isolation and Supabase Row Level Security

dispute cost avoidance — designed & deployed AI + telematics POC for 3PL fleet management, integrated AI dashcam evidence into dispute workflows

pipeline automation completion — authored 120+ user stories and ACs for ERP-to-freight automation (SAP TM integration)

active system usage in 3 months — engineered automated Fleet Safety Inspection reporting (Power BI + Power Automate)

surcharge reduction — delivered stakeholder analytics and negotiated data-driven routing changes to reduce Singapore surcharge exposure by ~50%

real-time OTC/OTD visibility via Power BI analytics platform — replaced manual weekly reporting across all 3PL relationships

operational savings — spearheaded AI-driven DMO: digital dashboards, automated OPLs, leadership analytics; unplanned stoppages reduced to 5.3%

process adoption in 2 months — structured training, runbooks, and change management across the production floor

MES capability map designed — architecture documentation adopted as production deployment blueprint

cost reduction per batch — implemented chemical preparation scheduling optimisation

MES interface test cases designed for SAP-to-MES integration in regulated pharmaceutical environment (Honeywell)

regulatory audit readiness — led deviation investigations and CAPA implementation