# Leopard Data Corporation

> Leopard Data is an AI & machine learning consultancy: applied LLMs, GenAI, AI agents, RAG, and distributed ML (PyTorch, Ray, KEDA), plus Kubernetes and hyperscaler cloud (Azure, AWS, Google Cloud). 20+ years of Fortune 500 delivery, with one senior architect on every line of code.

Leopard Data engages corp-to-corp for AI-first solutions architecture, cloud modernization, Kubernetes & microservices, ML/AI integration, and big data engineering. Deep experience in healthcare (HIPAA), banking, energy, and telecom. Inquiries: inquiries@leoparddata.com.

## Services & Expertise

- [Services](https://www.leoparddata.com/services): AI-first solutions architecture, hyperscaler cloud modernization, Kubernetes & microservices, ML/AI integration, big data engineering, and infrastructure as code
- [AI & Machine Learning](https://www.leoparddata.com/ai-and-ml): AI-first product engineering with Claude (RAG, MCP, agents), AI-driven cloud migration, and distributed ML on Kubernetes with Ray and KEDA
- [AI-First Development](https://www.leoparddata.com/ai-development): Claude Code, custom MCP servers, agentic multi-pass pipelines, and multi-model workflows in every phase of delivery — ~4× acceleration on real engagements
- [Machine Learning](https://www.leoparddata.com/machine-learning): distributed training and inference on Kubernetes, LSTM/DeepAR deep learning in PyTorch, forecasting ensembles, and feature-ranking engines over 200K+ features
- [Cloud](https://www.leoparddata.com/cloud): migrations, serverless, Kubernetes, and cloud data platforms on Azure, AWS, and Google Cloud with Terraform/Pulumi/OpenTofu
- [Kubernetes](https://www.leoparddata.com/kubernetes): production Kubernetes with GitOps (Flux), observability (Grafana/Prometheus/Loki), Cilium, Talos, OpenShift, EKS and AKS
- [Big Data](https://www.leoparddata.com/big-data): Hadoop and Spark processing, data lakes and lakehouses on Iceberg/Parquet, warehouses on BigQuery/Redshift/Synapse, and Databricks pipelines
- [Real-Time & Streaming](https://www.leoparddata.com/real-time): event backbones on Kafka, Kinesis, Pub/Sub, Event Grid, EventBridge and NATS JetStream, with KEDA event-driven autoscaling
- [GIS & Location Intelligence](https://www.leoparddata.com/gis): Esri/ArcGIS platform engineering, geocoding, geospatial data architecture, and map-driven products at scale
- [.NET](https://www.leoparddata.com/dotnet): .NET Framework to .NET 8 modernization, cloud-native ASP.NET Core on Kubernetes, ML.NET, and Blazor
- [Security](https://www.leoparddata.com/security): security architecture owned end-to-end — OAuth2/OIDC identity, HIPAA and banking compliance, Kubernetes RBAC, zero-trust networking, and OWASP-trained secure SDLC
- [Leadership](https://www.leoparddata.com/leadership): delivery leadership from 160-developer onshore/offshore programs to one-person AI-augmented builds

## Case Studies

- [Healthcare Cloud Migration](https://www.leoparddata.com/work/healthcare-cloud-migration): migrating a multi-tenant healthcare interoperability platform (FHIR/HL7) from AWS to Google Cloud using AI agents — Claude Code on Bedrock and custom MCP servers
- [Fiserv Digital Banking](https://www.leoparddata.com/work/fiserv-digital-banking): top technologist on a 60+ person program building a cloud stand-in digital banking system on Azure serving 2,000+ banks and 10 million customers
- [Centene](https://www.leoparddata.com/work/centene): .NET 8 modernization at a Fortune 25 healthcare company — upgrade playbook, GitLab CI/CD hardening, and AWS migration lead
- [Spectocor](https://www.leoparddata.com/work/spectocor): recovery of a $15M healthcare-analytics platform investment — from 160 offshore developers to 5 senior onshore engineers
- [Koch Industries](https://www.leoparddata.com/work/koch-industries): distributed AI/ML production-capacity forecasting platform on AWS EKS serving multiple business units
- [Distributed ML](https://www.leoparddata.com/work/distributed-ml): feature-ranking engine running billions of calculations over 200K+ features and an LSTM/DeepAR prediction engine, parallelized with KEDA and Ray
- [National Oilwell Varco](https://www.leoparddata.com/work/national-oilwell-varco): Go microservices, gRPC streaming APIs, and edge-to-cloud data sync for a drilling-data platform, plus security architecture on Okta
- [FM Global](https://www.leoparddata.com/work/fm-global): re-architecture of a geospatial property risk analytics platform on Azure with event-driven pipelines and Esri GIS
- [TGL Golf](https://www.leoparddata.com/work/tgl-golf): CI/CD and Red Hat OpenShift Kubernetes platform running the indoor golf league's 16 game components on game day
- [Subsurface Mapping SaaS](https://www.leoparddata.com/work/subsurface-mapping-saas): Solutions Architect from RFP onward for a greenfield multi-tenant geospatial SaaS on Azure AKS
- [Telecom Containerization](https://www.leoparddata.com/work/telecom-containerization): Windows-to-Linux containerization of a national telecom provider's OSS API services
- [Soci B2B Price Distribution](https://www.leoparddata.com/work/soci-b2b-price-distribution): EDI X12 832 price catalog distribution system driven from NetSuite ERP — designed, built, hosted on Google Cloud, and operated for eight years
- [Grade My Investments AI Integration](https://www.leoparddata.com/work/gmi-ai-integration): how Anthropic Claude and ML.NET work together in a production stock-analysis SaaS, with token-aware cost caps

## Company

- [About](https://www.leoparddata.com/about): how Leopard Data works, how it engages, and why it exists — one architect on every line of code
- [Contact](https://www.leoparddata.com/contact): start a project — inquiries@leoparddata.com or 214-289-2959

## Optional

- [Privacy Policy](https://www.leoparddata.com/privacy): data collection and rights
- [Terms of Service](https://www.leoparddata.com/terms): site usage and engagement contracts