Open to opportunities

Muhammad Jamil User

@muhammadjamiluser

Message

AI Automation Engineer building agentic workflows that cut overhead and accelerate delivery.

Pakistan

Message

What I'm looking for

I’m looking to lead end-to-end agentic AI and workflow automation—shipping production pipelines with reliable uptime, thoughtful RAG/multi-agent design, and strong cross-functional collaboration to drive measurable business impact.

I’m a results-driven AI Automation Engineer with 4+ years of full-stack engineering experience, now specializing in end-to-end agentic AI systems and intelligent workflow automation. I design and deploy production-grade pipelines that convert manual business processes into autonomous, multi-agent workflows using n8n, Make.com, Python/Flask, and LangChain with OpenAI & Anthropic APIs.

In my recent role, I architected and shipped AI-powered agentic pipelines for international clients, reducing manual processing time by up to 70% and implementing monitoring/error-recovery layers to maintain 99%+ uptime. I also build RAG-based multi-agent workflows for autonomous document Q&A and integrate real-time webhook automation across tools like Slack, HubSpot, Notion, and Google Workspace.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Automation Engineer

Current

Recurso Labs

Jan 2025 - Present (1 year 4 months)

Architected and shipped agentic AI pipelines using n8n, Make.com, Python/Flask, and OpenAI function calling, reducing manual processing time by up to 70%. Built multi-agent LangChain workflows with RAG and integrated webhook-driven automations across Slack, HubSpot, Notion, and Google Workspace, with 99%+ production uptime.

N8n Make.Com Python OpenAI Function Calling RAG Pinecone Webhooks Redis PostgreSQL

Senior Software Engineer

Devsinc

May 2024 - Dec 2024 (7 months)

Built and deployed a merchant platform (Ruby on Rails + React) handling multi-merchant product/service sales and the full Stripe payment lifecycle, including chargeback handling via Stripe Webhooks. Automated payment reconciliation and reporting with Sidekiq/Redis to eliminate 6 hours/week of manual finance ops and improved Cloud9-hosted API latency by 35%.

Ruby on Rails React TypeScript Webhooks Sidekiq Redis Cloud9 Performance Optimization

Software Engineer

Devsinc

Dec 2022 - Apr 2024 (1 year 4 months)

Designed and built MapleHR, a full HRMS in Ruby on Rails for employee records, payroll, and performance management with RESTful API integrations. Implemented automated payroll workflows with Sidekiq to reduce payroll run-time by 40%, and developed Notcommon with OAuth social authentication and a Rails-powered responsive UI.

Ruby on Rails REST APIs Sidekiq OAuth PostgreSQL React Typescript API Integration Responsive UI Performance Tuning

Associate Software Engineer

Devsinc

Dec 2021 - Nov 2022 (11 months)

Contributed to a Ruby on Rails CRM, improving client retention by 15% through modular lead/contact management and role-based access control (Devise + CanCanCan). Spearheaded an Applicant Tracking System (ATS) that cut average hiring time by 20% via automated candidate communication and interview scheduling.

Ruby on Rails CRM Development Devise CanCanCan Role Based Access Control Applicant Tracking Systems Workflow Automation RESTful Services SQL

Education

Degrees, certifications, and relevant coursework

University of Central Punjab

Bachelor of Science, Computer Science

2017 - 2021

Activities and societies: Supplemented studies with freelance software projects to gain real-world full-stack development and client delivery experience.

Earned a BSc in Computer Science from the University of Central Punjab (2017–2021), combining coursework with freelance software projects for real-world full-stack experience.