Open to opportunities

Bryan Maione

@bryanmaione

Message

Senior ML and Full-Stack Engineer delivering scalable AI-driven enterprise systems.

United States

Message

What I'm looking for

I seek senior roles building scalable, compliant AI/ML systems where I can lead cross-functional teams, drive MLOps excellence, and deliver high-performance production solutions in healthcare or imaging.

I am a Senior Full Stack and Principal Machine Learning Engineer with over a decade of experience architecting and deploying enterprise-scale AI applications, ML pipelines, and full-stack web solutions across healthcare, imaging, and defense domains.

I design and implement production-grade ML systems using PyTorch, TensorFlow, Hugging Face, and vector search, and I build cloud-native microservices, automated CI/CD, and secure APIs to ensure compliant, high-availability deployments.

I lead cross-functional teams to deliver performant, scalable solutions—improving analytic throughput, operational reliability, and model stability—while integrating LLMs, agent tooling, and MLOps best practices into production environments.

Experience

Work history, roles, and key accomplishments

Principal Machine Learning Engineer

Elucid

Apr 2024 - Oct 2025 (1 year 6 months)

Architected a scalable AI-powered healthcare analytics platform processing 20M+ Medicare cost reports and built production-grade ML pipelines and agentic AI layers that increased analytic throughput by 70% and improved alert/response cycles by 20%.

PyTorch fastAPI Vertex AI PostgreSQL BigQuery MLOps CI CD

Senior Algorithm Development Engineer

Leica Microsystems

Mar 2022 - Apr 2024 (2 years 1 month)

Led development of AI-powered web applications and ML-lifecycle infrastructure on AWS, engineered Go microservices with Kafka to increase throughput 50%, and delivered Angular front-ends for surgical imaging and telemetry.

Angular TypeScript Go Kafka AWS Sagemaker Lambda Terraform PostgreSQL

Machine Learning Research Scientist

Teledyne Scientific & Imaging

Jan 2020 - Mar 2022 (2 years 2 months)

Designed and deployed RAG-based LLM systems indexing large sensor-data corpora to enable rapid research queries and built secure browser-based AI interfaces and backend APIs meeting mission-critical SLAs.

RAG LLM Python Flask Docker Terraform React Angular AWS

Adjunct Faculty

ECPI University

Nov 2018 - Feb 2020 (1 year 3 months)

Taught undergraduate courses while supporting curriculum development and student mentorship in computing and engineering topics.

Teaching Curriculum Development Mentorship Java Python Academic Assessment

Senior Full Stack Engineer

Aqueti

Feb 2017 - Jan 2020 (2 years 11 months)

Engineered end-to-end software for high-performance imaging platforms including React/TypeScript dashboards and Python/Node back-ends supporting multi-camera ingestion and real-time services for high-uptime environments.