Applied
AI
Engineering
//Applied AI Product Engineer & hands-on engineering lead
taking AI from prototype to production — agentic workflows,RAG, and LLM integrations.
System Overview
MEDHAT ALBSUGY
“Turning ambiguous product problems into reliable, user-facing software — taking AI from prototype to production with agentic workflows, RAG, and LLM integrations.”
Technical Expertise
Applied AI Engineering
Taking AI from prototype to production: agentic workflows, RAG, and LLM integrations built with LangGraph, LlamaIndex, the Vercel AI SDK, OpenAI, Anthropic, and vector databases.
Product Engineering
Turning ambiguous product problems into reliable, user-facing software — shipping AI-powered features end to end with strong TypeScript, React, Next.js, and Node.js foundations.
Frontend Architecture
Designing robust, accessible, performant frontends — monorepos, Core Web Vitals optimization, testing, and CI/CD pipelines for scalable, maintainable systems.
AI Workflow
Orchestrating Claude Code, Cursor, LangGraph, and OpenCode in parallel sandboxes. Watch the automated workflow progress through stages: request → routing → execution → review → merge.
Parsing natural language and loading context
Selecting agents via state machine
Parallel code in isolated worktrees
Automated review and validation
Auto-squash and integrate changes
Ready for deployment
TECHNOLOGY STACK
Core modules and frameworks utilized to architect high-performance, scalable applications.
LANGUAGES
ENGINEERING PRINCIPLES
The foundational rules governing system architecture, performance, and user experience.
ZERO-LATENCY UX
Interfaces must respond within 100ms. Optimistic UI updates and edge caching are non-negotiable for modern applications.
MODULAR ARCHITECTURE
Systems are built as composable primitives. Decoupled services ensure scalability and prevent monolithic technical debt.
AI-FIRST DESIGN
LLMs are treated as core infrastructure, not novelties. Workflows are designed around autonomous agents and deterministic fallbacks.
OBSERVABILITY
If you can't measure it, you can't improve it. Comprehensive telemetry and logging are baked into the foundation of every deployment.
WORK EXPERIENCE
Professional journey outlining leadership roles, technical achievements, and project deliveries.
cMatter
Drive applied AI product development end to end — designing, prototyping, and shipping AI-powered solutions that connect real customer needs to production-grade engineering, with measurable adoption and business impact.
cMatter
Drove product innovation at cMatter, an AI and advanced-ML platform for building energy management, from idea to launch.
Baraka (YC S21)
Led frontend architecture and delivery for a regulated fintech investment and trading platform built in React and TypeScript.
Copper.co
Built and maintained Copper's institutional digital-assets and custody platform, integrating with complex backend and blockchain systems.
Cognizant
Built secure, robust, responsive web applications and mentored within an agile team to ensure high-quality delivery.
Publicis Sapient
Engineered large-scale, transformative digital solutions for enterprise clients.
OMNIA
Delivered digital experiences for clients and bridged design and engineering teams to protect UX and requirements through delivery.
Lucidya
Built secure web products and UI for startups; owned application architecture and UI implementation.
Albsugy TG
Built websites, WordPress themes, and web applications for startup clients; conducted market research and owned UI implementation.
LET'S BUILD
// Open for select consulting engagements, AI architecture projects, and high-impact digital innovation roles. Available globally.