I'm M. Awais, a AI Solutions Architect
I design and ship production AI systems, including agents, RAG pipelines, and the automation that connects them to real workflows, plus the full-stack web and mobile products they run on. 6+ years building for startups, founders, and remote teams worldwide.
Expert solutions for your business
Combining technical depth with business intuition to deliver high-quality digital products.
AI Agents & Orchestration
Designing autonomous, multi-agent systems — planner-worker-reviewer pipelines and secure MCP-based infrastructure that let AI safely act on real systems, not just answer questions.
LangGraphMCPVercel AI SDKCrewAIOpenAI SDKClaude Code
RAG & AI Integration
Production RAG pipelines and LLM-powered features grounded in your own data, built with evaluation loops to keep answers accurate instead of hallucinated.
LangChainVercel AI SDKQdrantPythonPostgreSQLTypeScript
AI-Driven Workflow Automation
Automation that replaces manual busywork — connecting your tools, data, and AI models into systems that run themselves instead of needing someone to babysit them.
n8nZapier
MakeElevenLabsMicrosoft 365GoHighLevel
API & Backend
High-performance backend architecture and complex API integrations that hold up under real production load.
Node.jsFastAPINestJSTokioPostgreSQLMongoDB
SaaS & Web Apps
End-to-end development of scalable SaaS platforms, from database design to production deployment.
Next.jsPlaywrightSupabaseReactFirebaseRedux
Mobile Engineering
Cross-platform mobile apps with native-grade performance, shipped to the App Store and Play Store.
React NativeExpoCapacitorIonicFirebaseSupabaseGet in touch
Looking for another service? Get in touch with me, there is a high chance that I will be able to help!
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Who's behind all this great work?
I'm Muhammad Awais, a senior full-stack engineer who spends most of my time architecting AI systems — agents, RAG pipelines, and the automation that connects them to real business workflows. Over 6+ years I've shipped production software for startups and remote teams across Singapore, Greece, and the US, and today I build open-source AI-agent infrastructure at developerz.ai. I care less about which framework is trendy and more about whether the system holds up once real users and real data hit it.
6+ years of experience
Delivering scalable, production-ready software for startups and enterprises alike.
50+ projects delivered
Shipped across AI agents, SaaS, mobile, and automation for startups, founders, and remote teams worldwide.
Take a look at my
featured case studies
developerz.ai — AI Agent Infrastructure
Open-source infrastructure that lets AI agents safely operate on real systems — audited database and SSH access through custom MCP gateways, plus a self-checking Planner–Worker–Reviewer loop that ships and reviews its own pull requests.
Impact: Cut manual PR-review overhead with a self-auditing agent pipeline; built secure system access for agents without ever exposing raw credentials.
Rust, TypeScript, Python, MCP
developerz.aiDetia AI
Replaced a business's manual data lookup with instant semantic search — a generative AI and RAG platform with rigorous evaluation loops to keep answers accurate.
Impact: Automated 200+ manual data-analysis tasks per day with enterprise-grade data compliance.
FastAPI, LangChain, Qdrant
detia.ai
FashupAI
Built the computer-vision core of a virtual try-on platform — letting users see clothes on themselves in real time instead of guessing from a product photo.
Impact: Scaled the image pipeline to 50,000+ processed images with high reliability and low latency; owned the full integration between the Python AI core and the React frontend.
React Native, NestJS, FastAPI, Computer Vision
fashupai.com
Vaurse
Digitized a recruitment platform's hiring process end-to-end, pairing AI-powered candidate parsing with a blockchain-backed verification layer.
Impact: Cut the hiring cycle by 30% for 10,000+ active users.
Next.js, NestJS, Blockchain, React Native
vaurse.com
Hollyoud
Built the backend and streaming infrastructure for a film and entertainment platform serving content creators across the GCC region.
Impact: Delivered a scalable streaming architecture built to handle a growing media library and traffic.
Next.js, NestJS, React Native, PostgreSQL
hollyoud.com
Stokt Pro
Shipped a production React Native app for climbing gyms to manage bouldering routes and community engagement.
Impact: 99.9% uptime with a global, daily-active user base.
React Native, Next.js, NestJS
Google Play Store
Hutfin
Built a blockchain & AI driven real estate platform for commercial and residential listings, pairing real-time listings with a smart-contract verification layer.
Impact: Delivered secure, real-time property listings backed by on-chain smart contract verification.
Next.js, NestJS, Solidity, MongoDB
hutfin.com
Myntist
Built a decentralized NFT marketplace and web3 application for digital asset management and trading.
Impact: Securely processed 100k+ on-chain events for digital asset transactions.
Solidity, Next.js, Express.js, MongoDB
View Live Demo
Open Source & AI Infrastructure
Alongside client work, I build and maintain open-source developer tooling for AI agents at developerz.ai — audited systems agents can safely act through, not demos.
db-mcp-gateway
Rust
Self-hosted MCP gateway that gives AI agents audited, SSO-gated access to databases — without ever exposing raw credentials.
mcp-ssh
Rust
Companion MCP gateway extending the same audited, credential-free access model to SSH/server access.
Planner → Worker → Reviewer Agent Loop
TypeScript / Python
An autonomous multi-agent pipeline that plans, executes, and reviews its own work to reliably ship and merge pull requests with minimal human oversight.
wurk
Ruby / Rails
A 100%-API-compatible, high-performance background job engine — a drop-in replacement for Sidekiq — maintained as developerz.ai's flagship open-source product.
Take a look at my past experience
A quick look at how my career has progressed — full details available on request.
developerz.ai — Core Systems & AI Architect
Remote (United States)
- •Engineering open-source AI-agent developer infrastructure and secure orchestration layers, focused on production-grade, audited execution environments rather than demos.
- •Built self-hosted MCP gateways in Rust (db-mcp-gateway, mcp-ssh) giving agents audited, SSO-gated system access without exposing raw credentials.
- •Developed autonomous Planner → Worker → Reviewer agent loops (TypeScript/Python) that ship and merge pull requests with minimal human oversight.
- •Maintain wurk, a 100%-API-compatible background job engine built as a drop-in Sidekiq replacement.
FashupAI — AI Software Architect
Contract, Greece (Remote)
- •Designed and implemented a virtual try-on system using real-time pose estimation and generative AI models.
- •Scaled the image-processing pipeline to 50,000+ processed images with high reliability and low latency.
- •Owned full-stack integration between the Python AI core and the React frontend.
- •Developed the core IP that let the startup demonstrate enterprise-grade AI capability to investors and partners.
AbleGroup Solutions — Full Stack AI Engineer
Singapore (Remote)
- •Built and shipped production web and mobile applications for an international client, embedded with the team for 1 year 9 months.
- •Developed cross-platform mobile apps in React Native with real-time features.
- •Designed backend systems in NestJS and FastAPI; architected microservices for scalable, maintainable deployment.
- •Built AI-powered features including RAG pipelines, LLM-based services, and virtual try-on systems; owned delivery end-to-end from development to deployment.
Code Baiz (formerly Balawal IT House) — Full Stack Web & Mobile Developer
Lahore, Pakistan
- •Developed and maintained web and mobile applications as part of a distributed engineering team.
- •Built responsive frontend interfaces in React.js and REST APIs in Node.js and MongoDB.
- •Contributed to cross-platform mobile apps in React Native and integrated third-party services and APIs.
Hashlogics — MERN Stack Developer
Lahore, Pakistan
- •Built and maintained web applications end-to-end using the MERN stack.
- •Developed dynamic user interfaces in React.js and backend services in Node.js/Express.
- •Collaborated with the team to deliver production features on schedule.
What my clients say
about my work
Real feedback from clients on Upwork and Freelancer.com.
It was a great experience working with Awais. He delivered high-quality work on time, communicated clearly, and showed excellent technical expertise throughout the project. I'm very satisfied with the results.
