Open to opportunities

William Meadows

@williammeadows

Message

Senior AI/ML and Full-Stack Engineer building scalable cloud-native SaaS and production ML systems.

United States

Message

What I'm looking for

I seek roles building production-ready AI and full-stack systems where I can architect scalable cloud-native services, deploy ML/NLP solutions, and drive measurable product impact.

I am a Senior Full-Stack and AI Engineer with 10+ years delivering scalable SaaS platforms, cloud-native applications, and intelligent automation systems. I design and implement end-to-end solutions—frontends, high-performance APIs, ML inference services, and resilient infrastructure—aligning technical architecture with measurable business outcomes.

My work includes architecting AI-powered products with embedding-based semantic search, production NLP pipelines, and microservices deployed on AWS with Docker and Kubernetes. I prioritize performance, reproducibility, and practical AI integration, and have driven measurable improvements such as 22% better matching precision and 35% inference performance gains.

Experience

Work history, roles, and key accomplishments

Current

Senior AI/ML Developer

Current

mroads

Jan 2025 - Present (1 year 2 months)

Architected an AI-powered candidate matching platform with embedding-based semantic search and implemented resume parsing, model evaluation, and real-time ML inference services, improving matching precision by 22% and inference performance by 35%.

Python fastAPI Faiss SpaCy Transformer Models React Docker Kubernetes CI CD

Senior Software Engineer

BairesDev

Feb 2023 - Dec 2024 (1 year 10 months)

Led backend architecture for a large-scale SaaS platform serving 50,000+ active users, developing scalable Python and Node.js microservices and improving system throughput by 40% via query optimization and caching.

Python fastAPI Node GraphQL Redis Pytest Jest Microservices

Full Stack Engineer

SharpQuest

Jul 2020 - Dec 2022 (2 years 5 months)

Designed and developed full-stack supply chain management platforms with Django/Flask backends and React dashboards, reducing API response times by 30% and enabling real-time logistics monitoring.

Python Django Flask React WebSockets PostgreSQL API Design Performance Optimization

Full Stack Developer

Evenbound

Dec 2018 - Jun 2020 (1 year 6 months)

Built marketing automation and analytics dashboards integrated with HubSpot, developing Node.js backend services and Vue.js frontends that reduced manual reporting effort by 60%.

Node Vue.Js HubSpot Marketing Automation Analytics REST APIs Frontend Development Performance Optimization

Back End Developer

PC Miracles

Mar 2017 - Oct 2018 (1 year 7 months)

Developed internal automation tools and Python scripts for IT service management, managed Linux infrastructure and PostgreSQL databases, reducing support workload by 25%.

Python Linux PostgreSQL Automation Scripting Infrastructure Management Monitoring Deployment

Frontend Developer

SGS Consulting

Jul 2015 - Feb 2017 (1 year 7 months)

Developed responsive enterprise frontend applications and reusable UI components, optimized asset delivery and load times, and improved cross-browser compatibility for internal tools.

JavaScript HTML5 CSS3 UI Components Performance Optimization Cross Browser Testing API Integration