01
Evidence first
Models should reveal missing context, preserve provenance, and keep consequential actions reviewable.
05
About / contact
Build the product.
Own the system.
I am a full-stack AI engineer who moves from React interfaces and API contracts into LangGraph workflows, data models, security boundaries, browser automation, testing, and cloud delivery. My strongest work connects those layers instead of treating AI as an isolated feature.
02
Boundaries matter
Identity, tenant scope, browser permissions, and public data projections are product design—not cleanup.
03
Fallback is a feature
When providers or sources fail, useful deterministic behavior is better than a false claim of intelligence.
Product decisions connected to implementation.
My work spans procurement AI, multi-persona B2B platforms, approval-bound browser automation, collaborative editors, resilient public-feed ingestion, developer education, and the infrastructure used to ship them.
Lovely Professional University
B.Tech in Computer Science & Engineering, 2021–2025 · CGPA 7.3
Microsoft Azure Security Engineer Associate, 2025
IBM Containers with Docker, Kubernetes & OpenShift, 2024
AMCAT Certified Software Engineer