Adams Struck
@adamsstruck
Senior AI/ML and Full-Stack Engineer delivering production-ready AI systems.
What I'm looking for
I am a Senior AI/ML and Full-Stack Engineer with over 10 years of experience building and deploying AI agents, LLMs, and retrieval-augmented generation systems that drive measurable business impact.
I combine deep AI research expertise with full-stack engineering—leveraging Python, PyTorch, TensorFlow, LangChain/LangGraph, Django, and React—to deliver scalable, production-ready solutions, optimize RAG pipelines, and implement robust MLOps on AWS.
I have led cross-functional teams to reduce latency and costs, improve retrieval and recommendation accuracy, and deploy multi-GPU fine-tuned models and automated CI/CD pipelines; I seek remote roles building transformative, AI-powered products in collaborative, fast-moving environments.
Experience
Work history, roles, and key accomplishments
Senior AI Engineer
Amplitude
Jun 2025 - Present (4 months)
Led development of production multi-agent AI systems and RAG pipelines, improving task automation and recommendation accuracy by 40% and reducing response latency by 60%. Implemented multi-GPU fine-tuning, MLOps, and observability to lower token costs and maintain system reliability.
Senior Software Engineer
Included Health
Mar 2023 - Jun 2025 (2 years 3 months)
Led design and deployment of an AI-powered virtual care triage system and multi-modal symptom pipelines, improving care-matching accuracy by 42% and automating 70% of routine patient inquiries while reducing response times by 55%.
Software Engineer II
Included Health
Aug 2021 - Mar 2023 (1 year 7 months)
Developed backend microservices and data pipelines for patient-provider matchmaking, improving retention prediction accuracy by 31% and modernizing front-end experiences with React and TypeScript. Implemented automated testing achieving 93% coverage.
Senior Software Engineer
ACME AtronOmatic, LLC
Mar 2020 - Aug 2021 (1 year 5 months)
Designed an AI-enhanced geolocation and alerting engine handling 2M data points per minute and reduced latency to 200ms, while increasing severe weather notification accuracy by 38% and cutting infrastructure costs by 27%.
Built distributed task systems and ETL pipelines for the Collaborative Cancer Cloud, integrating >41M nodes for biomedical ML and enabling HPC and cloud execution to support large-scale research efforts.
Education
Degrees, certifications, and relevant coursework
University of Oregon
Master of Science, Bioinformatics
2012 - 2015
Completed a Master of Science in Bioinformatics, focusing on computational analysis for biomedical research and large-scale data integration.
University of Oregon
Bachelor of Science, Biochemistry
2008 - 2012
Earned a Bachelor of Science in Biochemistry with Department Honors, emphasizing molecular biology and quantitative laboratory techniques.
Tech stack
Software and tools used professionally
GitHub
GitLab
Kubernetes
Jenkins
GitHub Actions
GitLab CI
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
Cassandra
Node.js
Django
Laravel
.NET Core
Ruby on Rails
Next.js
Symfony
NestJS
.NET
ASP.NET Core
Material-UI
Redis
Terraform
Vue.js
React Query
HTML5
PHP
ASP.NET
TensorFlow
PyTorch
MLflow
scikit-learn
Kafka
RabbitMQ
FastAPI
OpenStack
Gemini
GraphQL
Firebase
gRPC
Elasticsearch
Ansible
AWS Lambda
AWS Batch
Zustand
BeautifulSoup
dockerized
SQL
Hugging Face
LangChain
Weaviate
Playwright
The Graph
Pinecone
OpenAI API
Evidence
Transform
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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