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Muhammad Sarmad
Available for new projects

Hi, I'm Muhammad Sarmad

Founder of TrueLogics

AI Product Architect — Agents, RAG, SaaS & Mobile

Your AI demo works — real company data, permissions, workflows, and costs are the hard part. I build AI agents, RAG, MCP, and SaaS and mobile products from architecture through production. 9+ years with US and EU teams. You work directly with me at TrueLogics.

More about me →
FocusAI Agents & RAGMCP & Tool CallingSaaS PlatformsMobile Apps

Companies I've worked with

MC² FinanceOps AtlasMeridian UniversityBridge NineStudioX AIVectra24HPCastrolJawahrOutsoMC² FinanceOps AtlasMeridian UniversityBridge NineStudioX AIVectra24HPCastrolJawahrOutso

Work

Production AI and the products around it

Enterprise RAG, multi-agent ops, MCP in live products, and SaaS shipped to production — not chatbot demos.

How I can help

What I help you build

AI inside real products — agents, RAG, and workflows — plus SaaS, mobile, and backends that stay up in production.

AI Products

Agents, permission-aware RAG, MCP servers, and agentic workflows on your data — from prototype to production with cost and tracing built in.

  • StudioX AI — enterprise knowledge + ~26-step workflow runtime
  • Vectra24 — Marketing, Sales, and Support agent teams in chat
  • Pivot — MCP, P1 agent, and AI inside a live collaboration product
  • OptimalLab — interactive explainers for tokens, attention, RAG, evals, and agents

SaaS Platforms

Multi-tenant products with auth, billing, dashboards, and the reliability paying customers expect.

  • ClosePinger — client portals and document automation
  • StudioX AI — multi-tenant enterprise AI

Startup MVPs

A credible first version in weeks — including AI features when they're core — built so it doesn't need a rewrite once it grows.

  • ProntoMigo — delivery marketplace with AI ops for vendors
  • EveryCare — senior-care coordination with an offline-first Expo app
  • RidePlus — rides, parcels, and cargo on one dispatch

Real-Time Systems

Chat, video, presence, and live collaboration that stay in sync across devices.

Enterprise & Internal Tools

Dashboards, portals, and internal systems that replace spreadsheets and legacy software.

Modernization

Legacy migration, cloud migration, and performance optimization for systems that have outgrown their original build.

Tech stack

Can I build your AI product?

Start with agents and RAG — then the web, mobile, backend, and infra that make them shippable.

See services — match your idea there, then see how it's built below.

AI & Applied ML

Agents, permission-aware RAG, MCP, tool calling, and workflow automation — built for real tenancy, cost, and observability.

Related product types

Good fit when you need

  • Enterprise document Q&A with access control before search runs
  • Multi-step agent workflows with human approval
  • MCP servers so Claude and Cursor work inside your product
  • Role-based agent teams in Slack, Telegram, and WhatsApp
  • In-house AI pull-request review and Sentry error triage

How I typically build it

  • Claude / Azure OpenAI

    LLM calls in production pipelines

  • RAG & Milvus

    Embeddings, reranking, ingestion at scale

  • AI Agents & MCP

    Tool calling, multi-agent coordination

  • Python & FastAPI

    AI services and workflow runtimes

  • Embeddings & hybrid search

    Vector + keyword retrieval with cross-encoder reranking

  • Agentic workflows

    Multi-step runs with human approval and schedules

  • Evals & tracing

    Regression checks, cost, and latency per call

  • PyTorch

    Model code inside Python AI services

  • AI code review & automation

    PR review agents and Sentry error triage

  • Claude Code & Cursor

    Agent-assisted development, reviewed by hand

Web & Mobile

How I typically build it

  • TypeScript
  • React
  • Next.js
  • React Native
  • Expo
  • Vue.js

Backend & Realtime

How I typically build it

  • Go
  • Rust
  • Node.js
  • REST APIs
  • GraphQL
  • tRPC
  • WebSockets
  • NATS

Data, Cloud & DevOps

How I typically build it

  • PostgreSQL
  • MongoDB
  • SQLite
  • Supabase
  • Docker
  • Kubernetes
  • AWS
  • Cloudflare
  • Vercel
  • GitHub Actions

Testimonials

What people say

August Shah

“Muhammad Sarmad is a very talented and devoted developer and leader.”

August Shah

Pilot & Business Owner | Operations & Project Management · Worked with Muhammad on the same team

Marine Popoff

“I highly recommend Muhammad Sarmad as a software engineer with extensive experience in both front and back-end development.”

Marine Popoff

Bringing insured DeFi yield to stock exchanges · Client

Parveen Singh

“Working closely with Muhammad, a talented ReactJs, react native, MongoDB and Node.js Developer has truly been a rewarding experience.”

Parveen Singh

Microsoft Certified Trainer (MCT) | Azure AVD - Foundry · Worked with Muhammad on the same team

SM

“I had the privilege of working alongside Muhammad, and I can confidently say that he is an exceptionally skilled engineer with deep expertise in a wide range of technologies.”

Sandra Mason

Financial Representative · Worked with Muhammad on the same team

ST

“I wholeheartedly recommend Muhammad as a highly-skilled developer proficient in both frontend and backend development.”

Sergei Tarasenko

Purchasing Manager at Bridge9 · Client

FAQ

Questions before we talk?

The things clients usually ask before kicking off. Anything else — just reach out.

How does pricing work?

We pick an engagement mode first: hourly, full-time, part-time, or project-based (milestones or modules). I do not publish a rate card — we agree scope and terms on a discovery call, then quote for that mode.

What engagement modes do you offer?

Hourly for flexible or fast-changing work; full-time when you want a dedicated engineer on your team; part-time for a regular weekly commitment; project-based when scope is defined as milestones or modules with fixed acceptance criteria.

What kind of work do you take on?

Production AI first — agents, RAG, MCP, and multi-step workflows — plus the SaaS, mobile, and backend around them. Also realtime systems, startup MVPs, internal tools, and modernization. Stack: Claude and Azure OpenAI, Python, TypeScript, React/Next.js, React Native, Go, Rust, Milvus, Docker, and AWS.

Which time zones do you work with?

I'm based in Pakistan (UTC+5) and work daily with teams across the US and EU. I keep overlapping hours for standups and reviews, and I'm async-friendly the rest of the day, so progress doesn't stall between calls.

How quickly can you start?

Usually within a few days of a discovery call. That call is where we align on scope, milestones, and acceptance criteria — so once we start, we're building against a clear plan rather than figuring it out as we go.

Can you own a project end to end, or join an existing team?

Both. I've led builds solo from architecture through delivery, and I've embedded in distributed teams to own a slice of the stack, review PRs, and mentor. Tell me where the gap is and I'll fit the workflow you already have.

How do you use AI without sacrificing code quality?

I use AI to speed up planning, code review, tests, and documentation. I still review every architectural decision and every release myself, so the speed doesn't cost quality.

Do you own the code you deliver?

You do. Everything I build for you — code, and the IP around it — is yours. I hand over clean repositories, documentation, and whatever handover your team needs to keep shipping without me.

Get in touch

Working with startups and businesses worldwide through TrueLogics.

Send what you're trying to build — an agent, RAG on your docs, MCP into your app, or the SaaS/mobile product around it. I'll come back with architecture, the hard parts, and a practical first milestone.

Gujrat, Punjab 50700

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