Understand the work first
I start by asking how the work happens today, where it breaks down, and what a better result would look like for the people using it.
I work with founders and operating teams from the first product decision through launch. I help define the scope, make the technical calls, and stay involved until the product works for its users.

What I do
I build production agentic AI systems across voice, RAG, MCP, and business workflows.
Top Rated Plus
Upwork recognition
60+
client engagements
30+
production systems shipped
10 years
building software
Selected work
The work ranges from compliance search and sales software to voice intake and customer-facing SaaS products.
About
I started out building websites, APIs, and backend systems. As the projects became larger, clients began bringing me into earlier decisions: what the product should do, what belonged in the first release, and which choices would be expensive to undo later.
Since then, I have worked on SaaS, AI, ecommerce, sales, finance, healthcare, and Web3 products. Some began as rough ideas. Others were already live and needed a stronger direction. In both cases, my job is to make the problem clear and move the product forward.
Today I work as a Principal Agentic AI Engineer at AIOVIX, designing agent architecture, retrieval, tool integrations, and the production systems around them.
I start by asking how the work happens today, where it breaks down, and what a better result would look like for the people using it.
I stay close to the architecture, data, integrations, and difficult engineering decisions instead of passing them down the line.
The work is not finished when the demo looks good. It is finished when users can rely on it and the team can support what was built.
Experience
The work has expanded from full-stack engineering into agent architecture, integrations, and production delivery.
Dec 2025 - Present
Aiovix
Remote
Production AI systems for business operations.
Jan 2025 - Dec 2025
Celerium Ltd
Remote
Ooga.gg: $150K+ funded Solana trading platform.
Aug 2023 - Aug 2024
Unikorn Media Limited
Remote
End-to-end delivery of blockchain MVPs.
Jun 2022 - Aug 2023
Unikorn Media Limited
Remote, part-time
Customer-facing dApps and DAO tooling.
Nov 2019 - Aug 2023
OffS3c LLC
Delaware, United States
Founding engineer for VPN, backup/recovery, and tax SaaS products.
Jun 2020 - May 2023
AllyRight
Remote
Backend lead for an AI-driven accessibility and compliance platform.
May 2016 - May 2020
Self-employed
Lahore, Pakistan
Direct product and security work for startups and small businesses.
Capabilities
I can lead the work without stepping away from the engineering behind it.
01
I can take a product from early requirements through architecture, user roles, dashboards, billing, administration, and launch.
02
I build document search, RAG, agents, and voice systems with clear outputs, testing, and sensible points for human review.
03
I connect lead intake, qualification, booking, follow-up, reporting, and payments so teams do less work between tools.
04
I cover the less visible work too: infrastructure, security, testing, monitoring, deployment, documentation, and handoff.
Client perspective
The work changes as a product develops. Clients value that I communicate clearly, solve problems, and stay accountable when it does.
The best you will find here. Clear communication, strong work, and someone we trusted to keep improving the product.
“He did a fantastic job bringing my SaaS project to life. Very knowledgeable, quick to find solutions, and always communicated clearly.”
“He consistently exceeds expectations and is a pleasure to work with. Highly recommended.”
“Responsive, professional, and committed to helping bring the project to life. The milestone gave us a solid foundation for the next phase.”