Battle-Tested Enterprise Technologies
We build on industry-standard open source frameworks, enterprise database engines, and top-tier cloud providers.
Relational Databases
Oracle, Sybase, DB2, Microsoft SQL Server, PostgreSQL, MySQL, SQLite, and Microsoft Access — 25+ years of tuning, indexing, and migration work across commercial and open-source engines.
NoSQL & In-Memory Data
DynamoDB (primary key & GSI design), Redis and Valkey caching layers, and native JSON data types in commercial SQL engines for semi-structured data without a separate store.
AWS & Cloud Native
EC2, ECS/EKS, Lambda, RDS Aurora, DynamoDB, S3, CloudFront, VPC & IAM security — provisioned with CloudFormation and Terraform.
AI & Machine Learning
PyTorch, TensorFlow, HuggingFace, and the OpenAI/Anthropic Claude/Google Gemini SDKs, plus PGVector semantic search and CPU-based local model fine-tuning and inference.