Production Engineering Track Record

Architectural Seats & Production Systems

Three production seats owning multi-tenant isolation, high-throughput ERP scale, and real-time telemetry — with the architecture, invariants, and the numbers.

Production Seats

Multi-tenant AI, enterprise ERP scale, and real-time fleet systems

5,000+

Concurrent Users Handled

Zero incidents post-launch with 40% measured latency reduction

35 / 100

Models Tenant-Isolated

Two-layer Prisma + SQL Server RLS with CI merge gates

95%

Automated Test Coverage

Vitest, RTL, and golden evals across zero-downtime releases

PostQodeCurrent Seat • Active Production

Software Engineer

Jul 2025 – Present

Bengaluru, India

Two-layer tenancy on 35 of 100 models, Eva with 21 RBAC-gated tool groups and golden evals in CI, and zero-trust Azure deploys into buyer subscriptions.

35 / 100

Tenant-Isolated Models

Two-layer isolation via Prisma middleware + SQL Server RLS

RBAC-Gated Tool Groups

Eva shopping agent with PII scrubbing & KB citations

2,000+

Golden Eval Lines in CI

Zero regressions merge-gate gating all release pipelines

Agentic Tenancy & Isolation StackArchitectural Invariants

Edge & Policy

• Azure Front Door

• APIM

• RBAC Policies

Isolation Core

• VNet Enclaves

• Prisma Middleware

• SQL Server RLS

Agent Runtime

• SSE Streaming

• PII Redaction

• LRU + Redis Licenses

Delivery Guard

• Trivy & SBOM

• Notation Signing

• ARM Rollback

Flagship Case Study: Multi-tenant AI Agent Marketplace

Explore Architecture Explore Architecture

NestJSNext.jsAzure ARMSocket.IONode.jsTypeScriptReactVapiLangChainGraphQL

EL Nova LabsShipped & Scaled • Battle-Tested

Software Engineer

Mar 2024 – Jun 2025

Remote

Led 5 engineers on a React/Redux/GraphQL ERP for 5,000+ concurrent users; 40% load-time cut; RAG over 10,000+ docs at 85% retrieval accuracy; 95% coverage and zero-downtime releases.

5,000+

Concurrent ERP Users

High-throughput React, Redux, and GraphQL admin core

40%

Load Time Reduction

Normalized Redux state, route code-splitting, and memoization

95%

Automated Coverage

Vitest + RTL in blue-green GitHub Actions pipelines

Distributed ERP & Enterprise RAG PipelineArchitectural Invariants

User Interface

• React 18

• Code Splitting

• Normalized Redux

Data Engine

• GraphQL Gateway

• Node.js Services

• Memoization Cache

AI Extension

• LangChain RAG

• GPT-4 Notice Gen

• Voice Ingestion

CI Pipeline

• Vitest (95% coverage)

• RTL

• Blue-Green Deploys

Flagship Case Study: React ERP at 5,000 Concurrent Users

Explore Architecture

ReactRedux ToolkitGraphQLNode.jsTypeScriptGPT-4LangChainVitestReact Testing LibraryGitHub Actions

Big Wings LLCProduction Deployed • Field Operating

Frontend Engineer

Jan 2023 – Feb 2024

Chandigarh, India

Sole frontend owner for fleet tracking of 200+ vehicles; Samsara ELD + WebSockets; emergency response 20 → 10 minutes.

200+

Fleet Vehicles Monitored

Live tracking via Samsara ELD APIs and persistent WebSockets

20 → 10 min

Emergency Dispatch Time

50% reduction in vehicle dispatch latency under crisis

O(1)

State Update Complexity

Normalized telemetry cache for zero-lag dashboard updates

Real-time Vehicle Telemetry & Dispatch GridArchitectural Invariants

Field Hardware

• Samsara ELD

• GPS Sensors

• Dashcam Stream

Stream Engine

• Persistent WebSockets

• Exponential Backoff

• Deduplication

State Machine

• Normalized Vehicle State

• O(1) Map Lookups

• Compound UI Kit

Dispatch Layer

• Emergency Geo-Routing

• Driver Alerts

• Cross-Vertical Shared Lib

ReactTypeScriptReduxWebSocketsSamsara ELD APIREST APIsJestGit

Looking for a Staff Full Stack AI Engineer?

I own production seats where architectural invariants, multi-tenant database isolation, real-time evals, and delivery pipelines are part of the product.

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