Hi, I'm Umar
Senior AI Systems Engineer.
I help startups and businesses ship AI systems that actually work in production — not just demos. If you need AI agents, RAG pipelines, or workflow automation built fast and reliably, let's talk.
Worked with engineers at
Saakuru LabsSaakuru LabsWhat I Do
Production-grade AI systems powered by LLMs, agent architectures, and modern infrastructure. Designing reliable, scalable solutions that drive real business value.
Start Your Project→AI Agents & Agentic Systems
Building autonomous AI agents that reason, plan, and execute tasks. Specializing in multi-agent orchestration, tool-using agents, and agentic workflows using LangChain, CrewAI, AutoGPT patterns, and custom agent frameworks.
LLM Integration & RAG Systems
Integrating GPT-4, Claude, Gemini into production applications. Building RAG pipelines with vector databases (Pinecone, Weaviate), semantic search, document processing, and context-aware AI assistants.
AI Chatbots & Assistants
Creating intelligent conversational AI that understands context, remembers history, and takes actions. Voice agents with ElevenLabs, customer support bots, and AI copilots for enterprise workflows.
AI System Architecture
End-to-end design and development of production AI systems. From LLM evaluation and model selection to deployment with observability, monitoring, and scalable infrastructure.
AI Workflow Automation
Automating business processes with intelligent agents. Email processing, document analysis, data extraction, and custom AI pipelines that save hours of manual work daily.
AI Consulting & Strategy
Helping businesses identify AI opportunities, choose the right models, and build roadmaps for AI adoption. From proof-of-concept to production deployment with measurable ROI.
Ready to build a production-grade AI system?
Start Your Project→Success Stories
Real projects, real impact. See how I've helped businesses grow with measurable results and innovative solutions.
Hallucination Guard - Open Source
Launched an open-source standard for detecting and preventing hallucinations in AI systems. Built as a SDK, CLI, and API for developers building production LLM applications.
ClipCraft AI - Video Editor
A content agency was spending 8+ hours per day manually editing raw footage. Built an automated video processing pipeline that uses AI to transcribe, cut, caption, and export edited clips automatically.
LegalMind AI - Contract Analyzer
A legal firm was spending 40+ hours per week manually reviewing contracts. Built a RAG-powered document analyzer using LangChain, GPT-4, and Pinecone that lets their team query 10,000+ contracts in natural language.
Emotiv - Brain Interface Platform
Developed a revolutionary brain-computer interface platform that processes neural data in real-time, enabling breakthrough applications in neuroscience and mental wellness.
MedAssist AI - Clinical Support
A healthcare provider was overwhelmed with patient queries across email, WhatsApp, and web. Built an AI assistant with memory and context awareness that automatically triages and routes queries to the right department.
TradeSense - Market Intelligence
A fintech client needed real-time analysis of market news, earnings reports, and social signals — currently done manually by 3 analysts. Built an LLM-powered intelligence dashboard that aggregates and summarizes data automatically.
ShopSense AI - Shopify Product Discovery
A Shopify Plus merchant was losing customers to weak on-site search — shoppers couldn't find products with natural queries like "warm jacket for hiking under $200". Built an AI-powered search and recommendation app that ships as a Shopify embedded app.
Lenovo Singapore - Shopify Plus
Lenovo Singapore needed a scalable Shopify Plus storefront to handle high-volume B2C and B2B traffic with deep ERP integration. Engineered a high-converting commerce experience that handles millions in monthly transactions.
Cetaphil Singapore - Headless Shopify
Cetaphil Singapore needed a content-rich brand site that doubled as a high-performance store. Built a headless Shopify storefront on Hydrogen that pairs editorial content with fast PDPs and a smart store locator.
Grouu Baby Foods
Launched a subscription-based baby food e-commerce platform that achieved 10K+ active subscribers and $2M+ in first-year revenue.
CareFlow - NGO Donation Platform
An NGO was manually processing all donor communications, follow-ups, and monthly reporting — consuming 20+ hours of staff time weekly. Built an AI-powered donor management system that automates the entire workflow.
UOA Group Malaysia
Transformed UOA Group's digital presence with a modern enterprise platform showcasing their real estate portfolio across Malaysia.
Ready for Similar Results?
Let's build your next production-grade AI system together.
My Resume
8+ years building production-grade AI systems that scale
Lead AI Systems Engineer
Saakuru Labs
Leading development of production-grade AI systems leveraging LLMs and agentic architectures. Designing and deploying autonomous, multi-step agent workflows with tool orchestration for enterprise clients.
Senior Full Stack Developer
CUE Group
Led development of multi-tenant SaaS platforms for 10+ startups. Designed Dockerized services with CI/CD pipelines (GitHub Actions), improving deployment efficiency by 40%.
Full Stack Engineer
Accenture
Built secure, high-performance APIs for Google and Meta (Facebook) internal tools. Developed complex React applications with modern state management, improving UX efficiency by 25%.
My Journey in Numbers
Delivering excellence in AI systems and production engineering
Years Experience
Projects Completed
Happy Clients
AI Systems in Production
Testimonial
What my clients say about my work
"Umar is a problem solver — I was impressed with how he identifies problems and designs the right AI architecture to solve them. His ability to go from concept to production-ready system is remarkable. Always open to learn, which is invaluable in the fast-moving AI space."
Julius Ho
Chief Technology Officer, Arrivo
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Start Your AI Project
Ready to add AI to your product or automate your workflows? I'm available for new projects. Most projects start within one week of our first conversation.
Get in Touch 👋
Whether you need AI-powered solutions, full-stack development, or just want to discuss your next big idea - I'm here to help make it happen!
★Preferred: WhatsApp or Email for fastest response
⚡Quick Response: Available for new projects. Typically reply within 24 hours.