Joshua Park
@joshuapark
Senior AI/ML engineer architecting GenAI, agentic AI, and RAG systems for regulated enterprises.
What I'm looking for
I’m a Senior AI/ML Engineer with over 12 years architecting Generative AI, Agentic AI, and RAG pipelines across healthcare, fintech, and manufacturing. I build secure, cloud-native AI systems with strong MLOps foundations and measurable performance improvements.
In recent roles, I led enterprise-scale deployments of agentic workflows with tool-calling architectures, dynamic tool routing, and end-to-end RAG for millions of documents with sub-second retrieval latency. I’ve designed HIPAA-compliant GenAI pipelines with role-based access control, audit logging, and PII filtering, aligning engineering execution with privacy and governance needs.
I’m hands-on with model serving, observability, and infrastructure automation—using Terraform, CI/CD pipelines, and monitoring to keep systems reliable under peak load. I also mentor engineers through architecture reviews and design standards, and I’ve reduced manual review time by ~40% for compliance teams while improving latency and safety benchmarks.
Experience
Work history, roles, and key accomplishments
Senior AI/ML Engineer
CVS Health
May 2024 - May 2026 (2 years)
Architected an enterprise AI document intelligence platform with Python/FastAPI that automated regulated, multi-step agentic workflows with full audit traceability. Built LangGraph multi-agent tool-calling systems and scalable Azure OpenAI RAG pipelines, cutting compliance manual review time by ~40% while deploying HIPAA-compliant workflows and secure Kubernetes CI/CD.
Prototyped Claude-based autonomous agentic workflows using LangGraph for multi-turn document retrieval and reasoning. Optimized production RAG serving with Ray Serve to reduce p99 latency by 35%, implemented guarded PII-filtered architectures, and delivered red-teaming that improved model safety scores by 28%.
Developed distributed training pipelines on Databricks (AWS) processing 100M+ fraud records, enabling real-time risk scoring with sub-100ms inference latency. Built SageMaker Pipelines with MLflow-governed model lifecycles and observability, and implemented graph-based feature generation with Neo4j for anomaly detection.
Built clinical text classification and NER models using scikit-learn and spaCy, improving downstream analytics accuracy by 18%. Implemented OCR pipelines with OpenCV/Tesseract achieving ~95% text extraction accuracy and developed FastAPI endpoints and PII-filtering for compliant model training and inference.
Developed fraud detection models (e.g., gradient boosting, random forest, logistic regression, XGBoost) and improved fraud precision by 22% through feature engineering and hyperparameter optimization. Built large-scale ETL pipelines with Hadoop/Hive/Spark/SQL and graph-based account linkage in Neo4j, reducing false positives by 15% via tuning of scoring thresholds and review workflows.
Education
Degrees, certifications, and relevant coursework
University of Illinois Chicago
Master of Business Administration, Finance
2012 - 2014
Earned an MBA with a focus in Finance.
University of Illinois Chicago
Bachelor of Science, Mathematics and Computer Science
2008 - 2012
Earned a B.S. in Mathematics and Computer Science.
Tech stack
Software and tools used professionally
AWS Glue
Microsoft Azure
GitHub
Kubernetes
Azure Kubernetes Service
GitHub Actions
Jupyter
NumPy
Pandas
DB
MongoDB
Hadoop
Gmail
Databricks
Neo4j
OpenCV
Redis
Terraform
PyTorch
MLflow
scikit-learn
Keras
Kubeflow
Azure Service Bus
FastAPI
MongoDB Atlas
Grafana
Prometheus
PayPal
Datadog
jFrog
OpenSearch
Airflow
GuardRails
SQL
Azure Cosmos DB
XGBoost
Hugging Face
LightGBM
Temporal
Qdrant
LangChain
Polars
AutoGen
Pinecone
CrewAI
Ray
Haystack
Cosmos
pgvector
Agentic
Faiss
LangGraph
100ms
PEFT
Dynamic
Matrix
Check
Seaborn
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
Skills
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