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Muhammad IjlalMI
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Muhammad Ijlal

@muhammadijlal1

Lead Engineer, Python and LLM Systems. 9+ years in B2B SaaS and fintech; building LLM pipelines and agent platforms in production.

United Arab Emirates
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Python backend engineer with 9+ years across 0-1 B2B SaaS startups scaled to high-volume production, and 4+ years in technical leadership driving architecture decisions and mentoring engineers. Deep FinTech background: payment systems, sensitive financial data and transaction integrity.

At Trivto I grew from first in-office engineer into Engineering Manager, owning backend architecture and leading a team of five. I architected the payments core (audit-trailed ledger and idempotent transactions across fiat and crypto gateways, later extended to credit lines, cashback and rewards with no redesign), designed event-driven pipelines so four product lines share one supplier integration layer (about 3x less integration effort), and shipped RBAC on Cerbos and a pricing rules engine on GoRules. I also drove team-wide adoption of AI-assisted development with guardrails and an automated review-and-delivery pipeline, lifting sprint throughput by about 40%.

I build LLM systems in production: a five-stage editorial pipeline (research, draft, edit, images, social) with human approval between stages, publishing to a CMS and social scheduler. I’m also building Agentic OS, a model-agnostic platform for running AI agents and skills, with long-term agent memory, routing across local and hosted models, and agents that ship code behind human approval gates.

Based in Dubai (GMT+4), looking for a remote, hands-on engineering role building AI systems.

Experience

Work history, roles, and key accomplishments

Trivto logoTR
Current

Engineering Manager | Backend & AI

Trivto

Jun 2024 - Present (2 years 5 months)

First in-office engineer, now Engineering Manager owning backend architecture and leading a team of 5. Lifted sprint throughput ~40% with team-wide AI-assisted development. Architected the payments core (ledger, idempotent fiat/crypto transactions). Unified supplier feeds so four product lines share one integration layer (~3x less effort). Shipped Cerbos RBAC and a GoRules pricing engine.

kema.co logoKE

Senior Software Engineer

kema.co

Dec 2023 - May 2024 (5 months)

Built the payments and accounting integrations for a B2B invoicing product: Stripe, Telr, APS, Checkout.com, Zoho, Xero and QuickBooks. Owned production incident response for payment flows, handling root-cause analysis and service fixes. Worked with the founders on the roadmap, turning client feedback into features adopted by 3+ business clients.

TT

Software Engineer → Tech Lead

TrailFive Technologies

Feb 2020 - Jun 2022 (2 years 4 months)

First engineering hire; established engineering processes and delivered several new client products in Python (Flask, Django). Rebuilt a contact-sync pipeline for OOTI, cutting data loss by 90%, and led a multichannel campaign-management feature for BridgeCorp.

Education

Degrees, certifications, and relevant coursework

University of the Punjab logoUP

University of the Punjab

Master of Philosophy, Computer Science

Pursued a Master of Philosophy in Computer Science at the University of the Punjab, Lahore.

Educative, Inc logoEI

Educative, Inc

Grokking Modern System Design for Software Engineers & Managers, System Design

Completed the Grokking Modern System Design for Software Engineers & Managers course.

Educative, Inc logoEI

Educative, Inc

The Hacker's Guide to Scaling Python, Python

Completed The Hacker's Guide to Scaling Python course.

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