// backend systems engineer
I engineer backend infrastructure, AI automations, and Discord systems for startups and growing communities. Production-grade. Built for real traffic. Trusted by 320,000+ users & scaled across 1,400+ communities.
// about
I started by building a Discord bot. What began as a side project scaled to 320,000+ active users across 1,400+ servers — and managing production traffic, API rate limits, and automation pipelines at that scale taught me what it really means to build systems that survive real-world usage.
Today, I help startups, SaaS founders, and community builders engineer the infrastructure that underpins their growth. My work sits at the intersection of backend architecture, AI automation, and Discord infrastructure.
I don't build hobby projects. I build systems that reduce manual operations, handle production load, and scale with your business — whether that's an AI moderation pipeline, a backend API, or a fully automated community engine.
// engineering philosophy
Automate Everything Possible
Manual processes are technical debt. Every system I build is designed with automation as the default, not an afterthought.
Scale Before You Need To
Architecture decisions made at 100 users define what's possible at 100,000. I design for the scale you're heading toward.
Reliability Over Features
A feature that works 99.9% of the time is a liability. Production systems demand production-grade reliability.
Composable Architecture
Systems should be modular, observable, and replaceable — built to evolve as requirements change.
// services
From Discord infrastructure to full-stack applications — I build systems that handle real traffic and scale with your growth.
Production-grade Discord systems built to handle thousands of concurrent users. From verification flows to subscription sync — I architect community tooling that runs at scale.
LLM-powered workflows that do actual work. I build AI agents, automated moderation, and intelligent pipelines that replace entire manual processes with reliable automation.
Scalable APIs, authentication systems, and backend infrastructure built with FastAPI and Django. Designed for reliability, observability, and zero-downtime growth.
Internal dashboards, SaaS products, and admin panels that give your team real-time visibility and control. Modern frontend. Production backend. Designed to ship fast.
// case studies
Real projects. Real scale. Real outcomes.
Challenge
Built and scaled a feature-rich Discord bot from scratch to 320,000+ users across 1,400+ servers. Managing production traffic at this scale required robust API handling, intelligent rate-limit management, database sharding, and an automation-first architecture that minimized manual intervention while handling concurrent operations across thousands of servers simultaneously.
Scaled to 320k users with 99.9% uptime — zero critical failures in production
Challenge
Engineered an automated job intelligence system that scrapes LinkedIn and Indeed, normalizes listings across formats, applies intelligent filtering, and delivers curated job notifications directly via Discord. The system runs fully autonomously on a scheduler with MongoDB for persistent job tracking and deduplication.
Automated 100% of manual job aggregation — live notifications within 60s of new listings
Challenge
Built a full-stack anime content platform with Django backend, Django REST Framework APIs, and PostgreSQL. The standout feature: a fully automated episode ingestion pipeline that discovers, processes, and publishes new anime episodes without human intervention — handling metadata normalization, image processing, and search indexing automatically.
Zero-touch content pipeline — new episodes live within minutes of release, fully automated
// infrastructure stack
Battle-tested tools for production systems — not tutorial stacks.
// client feedback
Eito comes highly recommended from my Discord & Python Development Group. He is diligent, knowledgeable, and was a great culture fit.
Working with Eito was a pleasure. Would highly recommend and would definitely do business with him again in the future.
Great freelancer, Prashant is always a pleasure to work with!
// get in touch
Whether you need a production-grade Discord system, AI automation pipeline, or backend infrastructure — I can engineer it. Let's talk about your project.
I work with startups, SaaS founders, Web3 teams, and community builders who need reliable systems — not a freelancer who disappears after delivery.
Response time: typically within a few hours.
// describe what you need — I'll get back within hours