
Is your AI-powered MVP built on a fragile 'vibe-coded' foundation? Are you struggling to scale a prototype that was built with lightning speed but is now plagued by bugs, security holes, and technical debt?
I transform brittle AI prototypes into robust, production-ready applications. As a senior AI engineer specializing in the Node.js and React ecosystem, I bridge the gap between rapid, AI-assisted development and the disciplined engineering required for scalable, secure software.
But robust software is only half the battle. The other half is making it work for your business. I design and implement intelligent automation workflows that connect your apps, eliminate manual tasks, and free up your team to focus on high-impact work.
Whether you need to rescue a failing project, automate a core business process, or build a scalable MVP from the ground up, I provide the expert oversight to ensure your AI initiatives deliver real, measurable value.
My Core Services:
🤖 AI Code Rescue & Remediation: I conduct deep AI code audits to debug, refactor, and secure fragile codebases (especially those built with LangChain.js). I turn unmaintainable prototypes into stable, scalable assets ready for real users.
⚙️ Intelligent Workflow Automation & Integration: I design and build digital assembly lines for your business. I offer a full spectrum of automation solutions:
🚀 Custom AI Solution Development: I architect and build bespoke AI solutions from scratch, from Custom GPTs and intelligent AI Agents to complex RAG (Retrieval-Augmented Generation) pipelines that leverage your private data.
👨🏫 AI Engineer & Career Mentorship: I provide 1-on-1 coaching to help developers navigate the AI landscape, master tools like LangChain.js, and build a successful career in AI engineering and automation.
My Tech Stack:
Ready to move past the prototype phase and build a real business? Send me a message with your project details or book a session to get started.
Package 1: AI Code Audit & Production-Ready Roadmap
Package 2: Intelligent Automation Workflow
Package 3: Scalable AI MVP Development
I operate at the intersection of proactive automation and reactive problem-solving, helping business...
I operate at the intersection of proactive automation and reactive problem-solving, helping businesses build resilient AI systems and founders launch production-ready applications.
My work focuses on two primary areas:
My work aims to close the gap between AI's potential and its practical, impactful application in business.
Alloy Automation is an e-commerce platform backed by over $27.5 Million from top Silicon Valley investors including Andreessen Horowit...
Alloy Automation is an e-commerce platform backed by over $27.5 Million from top Silicon Valley investors including Andreessen Horowitz, Y Combinator, Bain Capital, Index Ventures, and the founders of Scale, Webflow, Klaviyo, Eventbrite, Attentive, & Rent the Runway.
● Designed and built the core infrastructure for the automation platform.
● Designed and built embedded a streamlined interface for adding 3rd party e-commerce data and integration functionality to any SaaS platform.
● Revamped major app functionalities like creating and installing templates.Tech stack: typescript, react.js, Express.js, JavaScript, Node.js, mobx, CSS, Git
Concinnity is a digital agency, an expert in strategy, technology, content & lead generation.Client: 8World News - Mediacorp, Sing...
Concinnity is a digital agency, an expert in strategy, technology, content & lead generation.Client: 8World News - Mediacorp, Singapore8World news is a leading Chinese news website from Mediacorp, Singapore.
● Designed and built responsive web applications using nuxt js (Vue.js & Vuex).
● Proposed and developed better design changes to the product team, which resulted in increased mobile ads engagement by 60%.
● Independently monitored website performance and reported fixed memory leaks in custom vue components resulting in reduced memory usage from an average of 150 MB to 45 MB.
● Designed a functionality to embed custom-designed multi-page, micro web sites inside the main website, using v-runtime-template to compile vue components on the fly.
Tech stack: Nuxt.js, Vue.js, Express.js, JavaScript, Node.js, Vuex, CSS, Git, Algolia Search, Brightcove video players