Three systems where the hard part was trusting the data. Each one has a case study showing how the data moves and why it is built that way.
Streaming data platform
End-to-end streaming pipelines that validate, enrich and deduplicate financial events as they arrive, then land them in a medallion lake and Snowflake for analytics and risk monitoring.
KafkaStructured StreamingS3SnowflakeAirflow
NLP and retrieval
A conversational AI that answers from your own documents in 10+ languages. Hate speech detection works as a data-quality filter, so only validated content ever reaches the vector store.
DocumentsModerationEmbeddingsVector storeAnswer
Accessibility and AI
An accessible e-commerce platform built from the ground up with screen reader support, voice navigation, haptic feedback and AI-written product descriptions.
Screen reader and voiceStorefrontFlaskAI descriptions
Code is available on request. Email me if you would like a walkthrough.