> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kha.im/llms.txt
> Use this file to discover all available pages before exploring further.

# Aristo Software

> Cofounder of e-commerce automation platform

<img src="https://mintcdn.com/kha-c50382b4/tqQWqYLJOFEEcD8O/images/logos/aristo.png?fit=max&auto=format&n=tqQWqYLJOFEEcD8O&q=85&s=7c8ec6a1b4997353471df69abcd560ec" alt="Aristo Software logo" style={{ width:"80px",height:"80px",borderRadius:"50%",border:"1px solid rgba(255, 255, 255, 0.1)",marginBottom:"24px" }} width="500" height="500" data-path="images/logos/aristo.png" />

**June 2021 - October 2022**

## Role

Cofounder and Lead Product Manager at Aristo Software

<Card icon="external-link" href="https://www.nobleaio.com" title="Visit Noble AIO">
  Our flagship product
</Card>

## What We built

E-commerce automation tools (e.g., Noble AIO) that helped users purchase limited-release products from online retailers. The platform processed checkouts at scale across dozens of retail businesses.

## Scale Achieved

<CardGroup cols={3}>
  <Card icon="shopping-cart" title="Checkouts processed">
    **500,000+** Total checkouts processed through our platform
  </Card>

  <Card icon="dollar-sign" title="Transaction volume">
    **\$100 million** Total transaction volume processed
  </Card>

  <Card icon="users" title="Paid users">
    **3,000** Active paid subscribers using our tools
  </Card>
</CardGroup>

<CardGroup cols={2}>
  <Card icon="chart-line" title="Revenue">
    **\$2 million+** Total sales revenue generated
  </Card>

  <Card icon="store" title="Retailers supported">
    **Dozens** Online retail businesses integrated
  </Card>
</CardGroup>

## My Role and Responsibilities

* **Managed cross-functional team of 8** in building and supporting the platform
* **Led design and frontend engineering**, creating user interfaces that handled complex automation workflows
* **Oversaw business operations**, including customer support, billing, and infrastructure management
* **Served 3,000 paid users** with high reliability requirements during product launches

## Challenges at Scale

**Performance**: Processing hundreds of thousands of checkouts requires careful optimization of network requests, proxy management, and rate limiting.

**Reliability**: Users depend on the platform during time-sensitive product drops. Downtime or errors mean lost opportunities.

**Support**: Managing a user base of 3,000 paid users requires robust documentation, responsive support, and proactive communication.

**Anti-bot measures**: E-commerce sites continuously update their anti-automation measures, requiring constant adaptation and updates.

## What I Learned

* How to build and scale products that handle millions in transaction volume
* The importance of reliability when users depend on your platform for time-sensitive operations
* How to balance user needs with ethical considerations in automation
* How to manage a team while also contributing directly to design and engineering
* The operational challenges of running a subscription business with thousands of paying users