Hi, I'm Hardik.
Ask the model
A retrieval pipeline, running on this page with no backend. The query is embedded, matched against chunks of my profile, then the answer streams back token by token. Same architecture I help customers ship on Bedrock.
My career as infrastructure
Two VPCs, three subnets, 9 clusters and 16 nodes. Companies are clusters, roles are nodes, and the skills I ran in each role are the containers on them. Click any cluster, or open the full write-up below.
Education, as an eval suite
Twenty years of schooling scored like an eval run. Each case shows what was selected, the assertions it satisfied, and the candidates that were not selected.
describe Open the full education pageEverything else
Where I've worked
Nine companies, sixteen roles, a decade. This is the long form of the VPC diagram on the home page.
Academic history
School through masters, in order. The eval suite on the home page is the short version of this.