Ambar KashyapAMBAR KASHYAP

Personalized Recommendations Platform

Orchestration layer fronting the EE app's recommendation surfaces. Splits read and write paths across Kafka-backed event streams so personalization can be recomputed asynchronously without blocking the request path, with Redis fronting the hot recommendation set.

Reduced p99 latency by 25% on critical APIs and sustained 99.9% availability through Dynatrace and ELK-based observability.

Rostering for Global Airline Crew Management

Architectural lead for the Roster Calendar and Roster History components. Defined service boundaries and an audit-trail architecture that tracks every change across flight pairings and crew duties, so roster state stays reconstructable at any point in time.

Modularized airline-specific configuration into separable services and led performance tuning across the rostering path.

Four-App Learning and Proctoring System

Owned architecture and stack selection for a learning platform built under aggressive MVP timelines, modelling the domain across four applications — CRM, Educator Portal, Learner App and a proctored exam platform — around a shared identity and assessment core.

Integrated AWS Rekognition for identity verification and live exam auto-proctoring.

Enterprise Financial Data Pipelines

Direct Load APIs and ingestion pipelines for enterprise financial data management, with concurrency controls around batch load windows to keep ingestion reliable under contention.

Worker Portal & FAST4J ORM

Built the Worker Portal module processing eligibility determinations for state Medicaid systems, and grew into the subject-matter expert for FAST4J, Deloitte's proprietary ORM framework, supporting teams across the practice on its data-access patterns.

Sports OS for Gated Communities

PWA exploring invite-link distribution as an alternative to app-store installs — no download, state resumes from the link. Ball-by-ball scoring pushes over a real-time channel to every spectator, and AI banter generation runs a primary model with an automatic fallback so commentary degrades gracefully rather than failing.

Covers tournament management and an honours board on the same real-time store. Built at VibeCon 2026.

Sequence Diagrams as Interactive Walkthroughs

Single-file browser tool that parses Mermaid, PlantUML and draw.io sequence diagrams into an intermediate step model, then replays them as animated step-by-step walkthroughs. Zero build step and no runtime dependencies — the whole tool is one HTML file so it can be shared into any review or demo.

Built to make API architecture reviews legible without walking an audience through a static diagram.