Open to opportunities

Kennedy Robinson

@kennedyrobinson

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Senior full-stack AI/ML engineer driving scalable healthcare solutions.

United States

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What I'm looking for

I seek senior engineering roles delivering production-grade AI/ML systems with strong MLOps, cloud infrastructure, and collaborative teams focused on measurable impact and compliance.

I am a senior full-stack AI/ML engineer with 9+ years building, deploying, and scaling machine learning and full-stack systems across healthcare, real estate, and retail. I design HIPAA-compliant AI solutions, implement MLOps pipelines, and integrate models with interactive frontends to produce measurable improvements in accuracy, efficiency, and user engagement.

I have led cross-functional teams, mentored engineers, and delivered end-to-end systems using cloud platforms (AWS, GCP, Azure), Kubernetes, and CI/CD. My work includes deploying production models, optimizing inference and monitoring, building GenAI/RAG workflows, and architecting data pipelines that drive product and operational impact.

Experience

Work history, roles, and key accomplishments

Senior Full-Stack & ML Engineer

Xyonix

Mar 2023 - Dec 2025 (2 years 9 months)

Championed AI-driven virtual care solutions, deploying five scalable models and MLOps pipelines that improved patient monitoring accuracy by 20–30% while maintaining HIPAA compliance and reducing deployment errors by 90%.

TensorFlow PyTorch Sagemaker Kubeflow MLFlow Kubernetes React TypeScript Terraform

Senior Software Engineer

Alan AI

Apr 2022 - Jun 2024 (2 years 2 months)

Built GenAI-powered chatbots and automated document extraction pipelines achieving 92%+ accuracy and reduced support response time from 15 to under 3 minutes, automating 70% of repetitive tasks.

Hugging Face BigQuery C++.NET React TypeScript Redux MLFlow

Senior Software Engineer II

Toast

Aug 2020 - Mar 2022 (1 year 7 months)

Modernized POS and delivery analytics pipelines, increasing throughput by 30%, reducing ingestion failures and latency by ~40%, and delivering PCI-compliant ETL pipelines and predictive demand models that improved forecasting accuracy by 17%.

Kafka GCP BigQuery Python Pandas SQL Kubernetes Ansible React

Data Engineer

Toast

Jun 2019 - Jul 2020 (1 year 1 month)

Built and optimized large-scale ETL pipelines on GCP that improved throughput by 30%, automated near real-time processing reducing manual intervention by 50%, and supported forecasting pipelines that raised accuracy by 15%.

Python Pandas GCP BigQuery ETL Data Modeling PostgreSQL Airflow

Software Developer

Adroit Software Inc

Aug 2016 - May 2019 (2 years 9 months)

Developed full-stack web applications and backend services for 15+ clients, improving data insights by 25% and reducing legacy system latency by 35% through modernization and ML-driven recommendation engines.