Umer Jamil

AI Automation Engineer & Strategic Architect

I view automation through the lens of power dynamics and resource allocation. My goal is to build autonomous systems that provide logistical superiority and strategic clarity. Operating at the intersection of Agentic AI and Grand Strategy.

Experience

Sep 2025 - Jan 2026

Lead Automation Engineer

Confidential E-commerce Client
  • Engineered a full-stack autonomous agent for high-volume asset generation.
  • Secured logistical advantage by optimizing listing workflows for Amazon and TikTok Shop.
  • Reduced manual data entry time by 90% via scalable n8n orchestration.
Aug 2025 - Sep 2025

Developer & Architect

Nexus AI Solutions
  • Deployed "Agentic Hunter" protocols for automated talent intelligence.
  • Built custom scraping algorithms to extract high-value data from global repositories.
  • Implemented rigorous LLM qualification logic to filter candidates with precision.
Jun 2025 - Aug 2025

AI Automation Engineer

ReasonRail
  • Architected autonomous ecosystems to orchestrate complex business operations.
  • Strategy: Built state-based decision logic using LangGraph and n8n.
  • Integration: Unified fragmented data streams (Gmail, QuickBooks, Airtable) into a single source of truth.

Strategic Assets

Supabase OpenAI RAG Agent

Sovereign Knowledge Engine. A complete RAG system. Ingests documents from Google Drive, embeds them into Supabase, and enables accurate, citation-backed intelligence retrieval.

Supabase RAG OpenAI
View Architecture

AI Meeting Ops Agent

Eliminate Friction. Automated post-meeting logistics. Extracts action items from Fireflies.ai transcripts and orchestrates follow-ups via Gmail and Calendar.

Fireflies.ai Airtable Operations
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AI Qualifying Booking Agent

Automated Gatekeeping. Uses an AI Text Classifier to strictly vet incoming enquiries. High-value leads are booked; low-value leads are deflected.

n8n Forms Classification Strategy
View Architecture

HubSpot Airtable AI Agent

Context-Aware Support. Bridges HubSpot Chat with OpenAI assistants. Maintains conversation state in Airtable for seamless, intelligent support operations.

HubSpot Airtable Context-Awareness
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Gmail OpenAI Drive Archive

Intelligent Filing. Compliance-focused archival. Watches Gmail for attachments, uses AI to identify document types, and securely files them to Drive.

Gmail Drive Archival
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Education

Bachelor of Science in Computer Science

Virtual University • Focus on Software Engineering & AI

Final Year Project: AI Applications in Space Technology

2023 - 2027 (Expected)