Tony Long
@tonylong
Generative AI Engineer delivering secure, compliant enterprise LLM, RAG, and agentic AI platforms across regulated industries.
What I'm looking for
I build enterprise Generative AI platforms on Amazon Bedrock, Azure OpenAI, and other cloud-native AI services—spanning knowledge management, document intelligence, enterprise search, and workflow automation.
At Walgreens, I led solution architecture workshops and designed reusable reference architectures for secure production GenAI, including Bedrock Knowledge Bases, hybrid retrieval, reranking, citation-based responses, and agentic workflows.
At United Health Group Incorporated, I developed production-grade Bedrock and governance-focused AI assistants for regulated healthcare use cases, including secure RAG pipelines and human review workflows tied to compliance requirements.
Earlier, at CGI Federal Inc, I architected production-scale RAG and multi-agent systems (LangChain, LlamaIndex, LangGraph, AutoGen, CrewAI) and built evaluation and guardrail pipelines to measure groundedness, hallucination rate, and retrieval quality.
Experience
Work history, roles, and key accomplishments
Gen AI Engineer / Agentic AI Engineer
Walgreens
Feb 2025 - Apr 2026 (1 year 2 months)
Architected enterprise Generative AI platforms on Amazon Bedrock, designing secure, scalable, and production-ready AI solutions for knowledge management, document intelligence, enterprise search, and intelligent workflow automation.
Sr Software Engineer / Gen AI Engineer
United Health Group Incorporated
Jun 2022 - Dec 2024 (2 years 6 months)
Designed enterprise AI platforms using Amazon Bedrock, Azure OpenAI, and cloud-native AI services supporting clinical intelligence, compliance automation, document understanding, and knowledge retrieval.
Architected and delivered enterprise AI platforms supporting Machine Learning, Generative AI, Agentic AI, and multimodal applications across Azure, AWS, and GCP.
Education
Degrees, certifications, and relevant coursework
University of Pennsylvania
Master of Science, Mathematics and Computer Science
Master's degree in Mathematics and Computer Science from the University of Pennsylvania.
University of Pennsylvania
Bachelor of Science, Mathematics and Computer Science
Bachelor's degree in Mathematics and Computer Science from the University of Pennsylvania.
Tech stack
Software and tools used professionally
Amazon API Gateway
Apache Spark
Amazon Quicksight
D3.js
Chart.js
ECharts
Azure Bot Service
Amazon S3
GitHub
Kubernetes
Jenkins
CircleCI
GitHub Actions
Salesforce
Pandas
Dask
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
ArangoDB
Node.js
Next.js
Material-UI
Databricks
Neo4j
Titan
Microsoft Teams
EasyOCR
OpenCV
Redis
Terraform
Pulumi
Jira
Ant Design
Vue.js
JavaScript
Java
Loki
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
Kubeflow
H2O
DeepSpeed
Kafka
Grafana
Prometheus
OpenTelemetry
Datadog
Gemini
GraphQL
Elasticsearch
OpenSearch
Milvus
AWS Lambda
Airflow
GuardRails
SQL
ServiceNow
XGBoost
Hugging Face
LightGBM
CatBoost
Qdrant
LangChain
LlamaIndex
Mojo
Ollama
Weaviate
ChromaDB
Weights & Biases
AutoGen
BentoML
Pinecone
CrewAI
Ray
TigerGraph
KServe
Delta Lake
vLLM
Groq
DeepEval
ArgoCD
Together AI
Haystack
TruLens
Ragas
Guardrails AI
Bash
LMDeploy
Agentic
Modal
Faiss
LangGraph
LangSmith
Optuna
Model Context Protocol (MCP)
PEFT
Vectara
GraphRAG
Amazon Q
Causal
Falcon
Availability
Location
Authorized to work in
Job categories
Skills
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