About

One engineer who
owns the outcome.

Seven years of building things that work well, for the people who have to use them every day.

Portrait of Muhammad Zeeshan

I'm Muhammad Zeeshan. I have been building software for over seven years, working with teams in the United Kingdom, United States, UAE, and Pakistan. I care about two things most, building things that work well, and making sure the people using them have a good experience. These days I spend a lot of my time thinking about how AI fits into real products, not as a gimmick, but as something genuinely useful. Outside of client work, I build open source tools for developers and write about what I learn along the way. I enjoy working closely with product and design, because the best technical decisions usually come from understanding what the end user actually needs. That curiosity is what keeps the work interesting, no matter how many years in.

7+
Years of Experience
20+
Projects Shipped
Top 3%
Toptal-Vetted Talent
90%
Pipeline Efficiency Gain

What I work with.

The stack I reach for, grouped by the part of the product it holds up.

  • AI Engineering & Strategy

    Bridging generative AI and real-world productivity through deterministic pipelines.

    GPT-4o / ClaudeGemini Pro / FlashLangChain / GenAIOpenCVFastAPIPythonPrompt Engineering

  • Scalable Full-Stack Architecture

    Prioritizing type-safety and structural integrity for large-scale, maintainable systems.

    TypeScriptNext.jsNode.jsReactNest.jsREST APIsGraphQLExpress.js

  • Cloud Infrastructure & DevOps

    Architecting for 99.9% uptime and near-instant global content delivery.

    AWSVercelDockerGCPCloudflareGitHub ActionsDigitalOcean

  • Data Architecture & Storage

    Optimizing for query performance, reliability, and relational data integrity at scale.

    PostgreSQLRedisMongoDBMySQLBackground QueuesEvent-Driven ArchDynamoDB

How I can help.

Six things teams bring me in for, whether that is the whole product or one part of it.

  • Full-Stack Development

    I build products end to end. React on the front, Node.js or Nest.js on the back, Next.js when it fits. I care about the architecture as much as the feature that ships on top of it.

  • AI Integration & Pipelines

    I build AI features that actually do something useful. GPT, Claude, Gemini, picked for the job, not the hype. Production pipelines with FastAPI, built to hold up under real load.

  • API Design & Backend

    Good APIs are boring in the best way. Fast queries, clean contracts, background jobs that do not block the user. I write backends that other developers enjoy working with.

  • Frontend Engineering

    I have built storefronts for global luxury brands and gamified experiences for enterprise retailers. The bar is high and the details matter.

  • Technical Consulting

    Sometimes a team needs a second opinion. I review architectures, help pick the right stack, and flag the things that tend to cause problems later.

  • Code Review & Mentoring

    I have reviewed a lot of code over seven years. I know what good looks like and I am direct about what needs to change. I enjoy helping engineers grow.

How I work.

Five steps from the first conversation to the thing running in production.

  1. Discover

    Understanding and reviewing requirements: digging into the real goal behind the brief, surfacing edge cases early, and aligning on scope before a single line is written.

  2. Architect

    Breaking down requirements into a clear technical plan, with AI strategy built in from day one.

  3. Build

    Writing clean, maintainable code that ships fast. Frontend and backend built to work together, not bolted on after.

  4. Scale

    Deploying with cloud infrastructure, catching regressions before they hit production, and optimising for real-world load.

  5. Iterate

    Watching how it performs in the real world, gathering feedback, and shipping refinements that keep the product sharp over time.

Let’s build something that works.

Tell me what you’re building. I reply within 48 hours.

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