West Bengal → World

I build systems
people live inside.

I build backend systems from scratch and scale them to thousands.
Curiosity-driven. Production-tested.

0k+
Server Members
0k+
Daily Active Users
0
Years in Production
0
Database Systems
Production Stack →
Python
Rust
gRPC
Axum
Next.js
PostgreSQL
Redis
MongoDB
libSQL
AWS
Cloudflare

Systems Thinker

Chose Rust for the financial layer specifically because GC pauses were unacceptable in a real-money transaction path. Not because it was trendy.

Economy Designer

Built and balanced a virtual economy for 59,028 people. Inflation prevention, exploit detection, reward psychology — applied, not academic.

Problem-Driven Builder

Migrated through six database systems over five years — each migration triggered by a real failure, not a tutorial recommendation.


Case Study · 2019 — Present

Worldwide

A Discord community I co-founded and engineered for five years — now serving 59,028 members and 3,940+ daily active users. 3-language architecture, 6 databases, real-money economy, and what went wrong.

PythonRust · AxumgRPCPostgreSQLRedislibSQL
Read the Case Study →

Project · 2023

Pattern Pursuit

An interactive prediction game built on 5-gram language models. Players compete against the model in real time — and the model learns.

Rust · ActixTypeScriptRedisDockerAWSNLP / 5-gram
View on GitHub ↗

The story so far.

I'm Sudip Roy — systems engineer from West Bengal, India. I go by drlove online. I build things because I need them to exist, then scale them until they can't be ignored.

The Journey

2016

Curiosity Sparked

How video games worked → hacking Wi-Fi → first systems lesson.

2018

Game Engines

Unity, Unreal Engine — realized backend was more interesting than rendering.

2019

Worldwide Born

Co-founded a Discord community. First Python bot. First DB: a JSON file.

2020

B.Sc. CS Begins

University of Calcutta. Theory met practice — the bot was already handling thousands.

2022

The Rust Pivot

Rewrote the data layer in Rust. GC pauses were unacceptable for real-money transactions.

2023

Pattern Pursuit

Final year project: prediction game. Rust + Actix + Redis + AWS.

2024

M.Sc. & Beyond

Pursuing M.Sc. CS. Worldwide at scale. Looking for the next challenge.

Outside the Code

The interests that don't look like CS but completely inform how I build systems:

Chess

Long-term tradeoffs & positional thinking

Factorio

Logistics optimization & resource flow

Economics

Market dynamics & incentive design

Geopolitics

Systems thinking at civilizational scale

Psychology

User behavior & decision architecture

Philosophy

First-principles reasoning


Open to conversations about engineering, systems design, and interesting problems.

Personal account. Worldwide org repos are private (IP protection) — architecture documented in the case study.

Discord Community

Worldwide Server

59,028+ members. The thing this portfolio is about.

X / Twitter

@drlove_2002

Architecture, economy design, incidents — the whole story.