Open to opportunities

Ernest Mikhail

Software Engineer

Ideas engineered into software that ships. Sometimes it thinks.

Pressure is a privilege

— Billie Jean King

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Full-Stack Development

AI & LLM Integration

Automation Pipelines

API Design & Integration

Database Architecture

Auth & Access Control

Cloud Deployment

Real-Time Features

CMS & Content Tools

Performance Optimization

UI/UX Implementation

Team Collaboration

Code Review & Audits

Full-Stack Development

AI & LLM Integration

Automation Pipelines

API Design & Integration

Database Architecture

Auth & Access Control

Cloud Deployment

Real-Time Features

CMS & Content Tools

Performance Optimization

UI/UX Implementation

Team Collaboration

Code Review & Audits

Connect 4

Human vs Hybrid AI

YouAI

CONNECT 4

GitHub Activity

Last pushed on Thursday, May 28th 2026

Tech Stack

Selected Work

Projects

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Featured · 2026›

Multi-Agent Laravel MigratorLive

A multi-agent AI pipeline that analyzes legacy PHP apps and migrates them to a runnable Laravel 11 app — LangGraph orchestration, typed patches, and a deterministic template engine.

AI · LangGraph · Python · Laravel

PreTriageLive

Next.js · FastAPI · ElevenLabs · Anthropic

2026›

Nik's AutomotiveLive

Next.js · Supabase · Resend · Client

2026›

Writing

Blog

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Engineering24 Apr 2026

Why I ripped free-form LLM codegen out of my migration pipeline

Building a multi-agent PHP-to-Laravel migrator, I rewrote the generation layer twice. The second pass stopped asking the LLM to write structural code — and got faster, cheaper, and more reliable for it.

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AI7 Apr 2026

Why I chose Groq for PreTriage — and what I'd use in production

Speed isn't just a performance metric in a clinical context — it's a UX requirement. Here's how I picked an inference provider for a real-time AI triage app, and what I'd do differently at scale.

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