Mohammed Ameen VV
3+ years building production web apps and AI products end-to-end across e-commerce and fintech: React & Next.js, Node.js, and LLM / RAG systems.
Toolbox
// the stack I reach forLanguages
Frontend
Backend
Databases
AI / LLM
Cloud & Tools
Testing
Other
Selected work
// products & experimentsFrank Darling
A fine jewellery e-commerce brand where customers design custom engagement rings and preview diamonds interactively online. I worked across the storefront and backend, from a 360° diamond viewer to API performance, during its biggest revenue season.
LendFast
A fintech platform that helps banks assess business loan applications by analysing financial documents with AI instead of manual review. I designed and built the AI side end-to-end: document parsing, retrieval and LLM-driven eligibility insights.
HireVox
A recruitment SaaS that lets hiring teams screen, interview and evaluate candidates with AI, replacing hours of manual screening calls. I built the recruiter-facing product, now used by teams at 10+ companies.
ShopClips
A plugin for Appmaker's mobile commerce platform that brings TikTok-style shoppable videos into e-commerce apps. I built the video components and the delivery pipeline behind them.
WhatsApp Send Later
A productivity extension that adds message scheduling and contact grouping on top of WhatsApp Web. Shipped on the Chrome Web Store, it grew to 1,000+ users with a 4+ star rating.
MockMate
An interview practice app for job seekers: rehearse out loud with an AI interviewer that listens, responds and scores your answers. Built entirely on browser-native speech APIs, so it works with no installs or plugins.
Experience
// where I've shippedF22 Labs
CurrentProject Management: Handled 10+ projects, often managing 3+ at a time while meeting all deadlines.
AI Engineering: Built custom RAG pipelines (LlamaParse, Qdrant, pgvector), LLM integrations (GPT-4o, Claude, Groq) and MCP server workflows for agentic data access.
UI/UX Development: Built responsive interfaces in React.js with Framer Motion animations, improving user experience and engagement.
Mobile App Development: Revamped a gaming application using React Native, improving performance and UX by 90% through image caching, virtualization, memory management and optimized navigation stacks.
Chrome Extension: Developed a WhatsApp Web extension with message scheduling and contact grouping, deployed to 1,000+ users on the Chrome Web Store with a 4+ star rating.
Shopify Development: Developed custom plugins including Reels, Stories and Float components for web and mobile apps, increasing conversion rates by 25% across multiple e-commerce stores.
SEO Optimization: Implemented Next.js SEO strategies resulting in a 50% improvement in search rankings.
DevOps: Established CI/CD pipelines using GitHub Actions, reducing deployment time.
Team Leadership: Led a team of 5+, managing tasks and ensuring on-time delivery with high code quality.
AI-Powered Development: Used AI tools to boost coding speed by 5X while maintaining best practices and code standards.
Brototype
Completed an intensive full-stack program: built 5+ production-grade projects with the MERN stack and Angular.
Implemented JWT auth, Razorpay payments, real-time dashboards and adaptive video streaming.
Gained end-to-end project ownership across React.js, Angular, Node.js, MongoDB, Redux and Tailwind CSS.
University of Calicut
Let's build something
Open to full-stack and AI engineering roles. The fastest way to reach me is email.