Apurva Khandelwal
AI Systems Architect
I build AI systems that replace the work most businesses still do by hand: qualifying leads, automating financial workflows, processing content at scale, routing data between tools, scoring sales calls. Been writing code professionally since 2016. Started with web apps and infrastructure, ended up here.
I don't use no-code platforms. Everything is written in code, deployed to real infrastructure, and built to handle actual traffic. When something breaks at 2 AM, I want to be able to read a stack trace, not stare at a broken Zap.
BrownMind is a small team on purpose. I lead every project directly. We take on 3–4 clients at a time so nothing gets handed off to a junior dev you've never met.
The Engineering Journey
Ten years of building software for businesses. Here's what that actually looked like.
Founded AG Advisers
Started AG Advisers building websites and web apps for local businesses. Nothing fancy, but everything was written from scratch. That habit stuck.
Full-Stack & Infrastructure
Clients started needing more than websites. Deployment pipelines, server management, CI/CD. Learned that building the app is half the job -- keeping it running is the other half.
Systems Architecture & DevOps
Got serious about infrastructure. Containers, CI/CD pipelines, automated deployments. Learned what it takes to keep systems running when real users depend on them.
Launched BrownMind
Founded BrownMind to focus on AI-powered automation systems. Early adoption of LLMs and generative AI, applied directly to business operations: lead qualification, CRM automation, workflow orchestration.
AI Systems & SaaS Products
Now shipping full products. Call Analyser scores sales calls and syncs insights to your CRM automatically. Lead qualification engines that handle thousands of inbound contacts. Multi-tenant platforms with proper job queues, not duct-taped webhooks. Building products with international teams, including Ante Digital in Canada, on AI-powered sales coaching tools.
Engineering Philosophy
Code-First > Drag-and-Drop
Every system is written in code. That means fewer breaking points, real error handling, and something that actually scales when your business does.
Production Architecture
Multi-tenant architecture, async job queues, event-driven workflows. Built to handle what happens when real users show up with real data.
Systems Built
AI call coaching platforms (SalesReview AI), conversational AI lead qualification engines, financial workflow automation, content production pipelines, and data automation systems.
Why It Matters
When n8n workflows hit 40 steps and CRM integrations break weekly, you need purpose-built infrastructure. That's what we architect.
Ready to build your system?
Free 30-minute call. We'll look at your current setup and tell you honestly what's worth automating and what isn't. You talk to Apurva directly.
Book a Free Systems Audit