AI/ML Engineer with over 8+ years of hands-on experience designing scalable machine learning models, building data pipelines, and deploying full-stack intelligent systems using Python, TensorFlow, PyTorch, and cloud platforms like AWS and Azure. Strong background in end-to-end ML lifecycle management, from data collection and feature engineering to model training, evaluation, and MLOps deployment. Proven ability to collaborate cross-functionally, drive measurable improvements in automation and intelligence, and translate business problems into ML solutions. Passionate about building production-grade ML systems with high reliability and impact.

Steve Irwin

AI/ML Engineer with over 8+ years of hands-on experience designing scalable machine learning models, building data pipelines, and deploying full-stack intelligent systems using Python, TensorFlow, PyTorch, and cloud platforms like AWS and Azure. Strong background in end-to-end ML lifecycle management, from data collection and feature engineering to model training, evaluation, and MLOps deployment. Proven ability to collaborate cross-functionally, drive measurable improvements in automation and intelligence, and translate business problems into ML solutions. Passionate about building production-grade ML systems with high reliability and impact.

Available to hire

AI/ML Engineer with over 8+ years of hands-on experience designing scalable machine learning models, building
data pipelines, and deploying full-stack intelligent systems using Python, TensorFlow, PyTorch, and cloud
platforms like AWS and Azure. Strong background in end-to-end ML lifecycle management, from data collection
and feature engineering to model training, evaluation, and MLOps deployment. Proven ability to collaborate
cross-functionally, drive measurable improvements in automation and intelligence, and translate business
problems into ML solutions. Passionate about building production-grade ML systems with high reliability and
impact.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Work Experience

Senior Full Stack Engineer at TechAllience
February 1, 2023 - Present
Led the development of enterprise-grade web platforms using React.js, Node.js, Express.js, and MongoDB supporting over 100,000 monthly active users. Architected a microservices-based backend with REST APIs and GraphQL, improving scalability and reducing response times by 40%. Implemented server-side rendering with Next.js to boost SEO and page load performance by 35%. Designed responsive user interfaces with Tailwind CSS and Material UI, increasing mobile engagement by 25%. Managed deployments on AWS services including EC2, S3, CloudFront, and Lambda, and automated releases with Docker and GitHub Actions to minimize downtime. Integrated Stripe API and OAuth2 for secure payments and user management, ensuring compliance in security audits. Mentored 8 engineers and introduced code review and CI/CD best practices, reducing post-release defects by 30%.
Full Stack Engineer at Logic Vortex
January 31, 2023 - August 20, 2025
Built and maintained React.js and Node.js applications serving 80,000+ monthly users. Created backend services in Express.js and MongoDB handling over 50,000 daily API requests. Integrated third-party APIs such as Stripe and SendGrid, reducing development time by 35%. Developed mobile-responsive interfaces with Tailwind CSS and Material UI, improving page speed and accessibility by 28%. Secured routes and data using JWT and role-based permissions, decreasing authentication-related bugs by 40%. Automated Docker-based deployment workflows with GitHub Actions, cutting deployment times by 50%. Refactored backend logic to reduce response times by 30% and memory usage by 20%. Mentored 6 engineers improving delivery and code consistency.
Senior Software Engineer at Agile 17
September 30, 2021 - August 20, 2025
Delivered product features using React and Node.js leading to a 22% increase in user activity across 3 apps. Converted key modules to GraphQL, reducing frontend load times by 40%. Deployed MongoDB Atlas with Redis caching to improve query speeds by 45%. Established CI/CD workflows with Docker and Jenkins, reducing deployment errors by 50%. Maintained a 95% on-time sprint delivery rate as team lead. Created React dashboards with Chart.js for real-time internal reporting enabling data-driven decisions.
Software Engineer at Buzzsol
April 30, 2018 - August 20, 2025
Developed user dashboards with React.js and Chart.js enhancing data visibility and reducing support queries by 60%. Built backend services in Node.js and Express.js handling over 10,000 concurrent peak requests. Optimized MongoDB schemas for faster queries reducing lookup time by 35%. Configured Docker environments for development and testing, decreasing onboarding time by 50%. Authored internal API and infrastructure documentation improving team onboarding speed by 20%.
Senior Software Engineer at Logic Vortex
October 1, 2021 - January 31, 2023
Built and maintained React.js and Vue.js applications backed by Node.js and Express.js, serving 80,000+ monthly users. Developed backend services using PostgreSQL and MongoDB, handling 50,000+ daily API requests. Implemented webhook-based integrations with Stripe, SendGrid, and internal services for event-driven workflows. Optimized relational queries, indexing, and schema design in PostgreSQL, improving response times by 30%. Secured routes and data access using JWT and role-based permissions, reducing authentication-related bugs. Automated Docker-based deployment workflows using GitHub Actions, cutting deployment time by 50%. Refactored backend logic to reduce response times by 30% and memory usage by 20%. Mentored 6 engineers, improving delivery timelines and code consistency.
Full Stack Engineer at Agile 17
May 1, 2018 - September 30, 2021
Delivered product features using React, Vue.js, and Node.js across multiple applications. Migrated key services to GraphQL and PostgreSQL, reducing frontend load times by 40%. Designed API integrations and webhooks for syncing data between internal tools and external platforms. Built CI/CD workflows with Docker and Jenkins, decreasing deployment errors. Maintained 95% on-time sprint delivery rate for over a year as a team lead. Created React dashboards with Chart.js for internal reporting, enabling data-driven decisions in real time.
Software Engineer at Buzzsol
December 1, 2017 - April 30, 2018
Developed dashboards using React.js and Vue.js, improving data visibility and reducing support requests. Built backend services in Node.js and Express.js with PostgreSQL for transactional data. Implemented API integrations and webhook listeners to process real-time events from partner systems. Set up Docker environments for development and testing, reducing onboarding setup time by 50%. Wrote internal documentation for APIs and infrastructure setup, improving team onboarding speed.

Education

Bachelor’s Degree at California State University
January 11, 2030 - August 20, 2025

Qualifications

Bachelor's Degree
January 11, 2030 - June 1, 2026

Industry Experience

Software & Internet, Financial Services, Professional Services