Ahmer Maqsood H.
Staff AI Engineer | LLM Tooling, Agents & Full-Stack Delivery
Senior AI Engineer with over a decade of experience delivering production software end to end — from architecture and system design to deployment and optimisation. Specialising in LLM tooling, AI agent infrastructure and full-stack development for enterprise and product teams. ✅ Built AI systems used daily by PMs, ML engineers and senior leadership ✅ English: Fluent ✅ Full ownership mentality — architecture, development, testing and delivery ✅ Deep understanding of LLM behaviour, token optimisation and model evaluation in production PROFESSIONAL SUMMARY Full-Stack ML Engineer with hands on experience building internal AI infrastructure, LLM evaluation pipelines, multi-model testing platforms and autonomous agent workflows. Strong foundation across the complete stack with a problem solver first mindset — I do not just write code, I understand the business problem and deliver the right solution end to end. ✅ LLM Tooling — Prompt Engineering, RAG, MCP, Function Calling, Multi-model Evaluation ✅ Frontend — TypeScript, React, Next.js, Vue, Nuxt, Angular, Flutter ✅ Backend — Node.js, Python, Django, Java, REST APIs, GraphQL ✅ Cloud & DevOps — AWS, GCP, CI/CD, Docker, GitHub Actions ✅ AI Tools — Cursor, Claude Code, GitHub Copilot, Pinecone, Weaviate ✅ Databases — PostgreSQL, MongoDB, Redis, Teradata, Vector DB ✅ Architecture — System Design, Scalability, Performance Optimisation, Clean Code ✅ Workflow Automation — Make, n8n, Notion integrations ✅ Agile/Scrum — Cross functional team collaboration and stakeholder communication 🌍 Industries I Have Worked In 🏦 Fintech — Payment processing, fraud detection and secure API integrations 🤖 AI SaaS — LLM backends, prompt engineering and multi-model evaluation platforms 🧑💼 Enterprise Systems — CRM and workflow automation at scale 🛒 E-commerce — Payment integrations and pricing optimisation systems 🏥 Healthcare — HIPAA compliant platforms and patient data management 💡 Why Clients Choose Me ✔️ I solve the whole problem — not just the code but the architecture, the edge cases and the delivery ✔️ Deep expertise across LLM tooling, full-stack development and cloud infrastructure ✔️ Experience across SQL and NoSQL systems at enterprise scale ✔️ Strong communication, clean maintainable code and on time delivery ✔️ Business driven engineering — I understand what you are trying to achieve and build accordingly 🔍 Ideal Projects ✅ AI agent systems, LLM backends and evaluation infrastructure ✅ API first SaaS platforms built on Node.js or Python ✅ Data intensive systems using PostgreSQL, Redis or MongoDB ✅ Workflow automation and DevOps CI/CD pipelines ✅ Full stack product development from architecture to production 🤝 Let's Work Together Looking for an engineer who can own your AI or full-stack product end to end — from architecture through deployment? I bring 10+ years of production experience, deep AI expertise and a track record of shipping systems that actually work at scale. 📩 Message me and let's discuss how I can help you build something great. Thanks, Ahmer
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $28k
Billed in all: $300,823$301k
$14k in the last 6 months
Across 41 contracts
Earnings, last 30 days
Skill rankings: Top 2% in CSS 3
Ranked by MRR among everyone on Upwork with the skill.
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