SOUVIK RAHUT
Souvik Rahut Portrait
CURRENTLY THINKING

Why do some
products feel
obvious?

FIG. 01 — 380 × 506COORD: 22° 34' 11" N / 88° 22' 11" ESUBJECT — KOLKATA, IN
VOLUME 01

THE ARCHITECTURE
OF CLARITY

Chapter OneThe Spark
Field Note 01

Every invisible system deserves
a visible story.

VOLUME 02CHAPTER TWO

BUILD
LOG

A curated log of digital craftsmanship. From complex architectural problems to refined user experiences, exploring the tension between utility and aesthetics.

6Projects
3Domains
2023–26Timeline
01
01

AGENT RX

Built an agentic AI system for medical drug repurposing with a real-time multi-agent orchestration dashboard. Implemented live agent status monitoring, a streaming telemetry terminal, and a human-in-the-loop approval workflow for agent actions.

Next.jsTypeScriptAI Agents
01 / 062024
02
02

OPTI ENGINE

Built an MCP-based optimization engine that intercepts developer prompts before code generation and automatically injects organizational coding standards and architectural constraints. Developed a Python RAG backend on ChromaDB and a VS Code extension rendering live Mermaid.js architecture diagrams.

PythonChromaDBMCPNext.js
02 / 062024
03
03

BOT BLOCKS

Built a no-code SaaS platform that converts documents and websites into AI-powered, RAG-based chatbot knowledge bases. Implemented document ingestion/indexing, multilingual support, hallucination reduction, and embeddable chatbot widgets.

Next.jsFastAPIChromaDBGemini API
03 / 062024
04
04

LEGHOUSE

Built and deployed a full-stack eSports tournament management platform for organizing competitive eFootball events, with live scoreboard management and tournament administration tools.

Next.jsTypeScriptTailwind CSS
04 / 062024
05
05

GNIT ACM

Designed, developed, and deployed the official ACM Student Chapter website, including an administrative dashboard and speaker management workflow. Built frontend and backend modules using Next.js, Express.js, PostgreSQL, and Prisma ORM.

Next.jsExpress.jsPostgreSQLPrisma
05 / 062023
06
06

-project-xr11

Multimodal Report Generation System — designed and developed a premium dashboard for a multimodal AI reporting platform that transforms complex medical image analysis into a clear, structured, and easy-to-understand reporting experience. Combines multimodal AI pipelines, LLM-assisted report generation, and medical imaging workflows inside a production-focused interface.

Next.jsPythonLLMsFastAPITypeScriptTailwindCSS
-project-xr1106 / 062025
VOLUME 03THE HUMAN

AFTER
THE COMMIT

This isn't a résumé. It's simply four moments that permanently changed how I think about software.

Artifact
INDEX: 03.A
AUTHOR & DEVELOPER
01

METAMORPH.

The prototype worked. Then everything broke during judging. That taught me reliability matters more than successful demos.

02

BOTBLOCKS.

Technically successful. Commercially ordinary. That taught me innovation matters more than implementation alone.

03

OPTIENGINE.

We didn't win. But we met a mentor whose feedback became more valuable than a trophy.

04

HACKOLUTION.

After countless failures we finally won. Not because we became lucky. Because the software finally held together.

Asynchronous — the people behind every attempt.

EVERY REPOSITORY
HAS A FINAL COMMIT.

I'm still writing this chapter.

CURRENTLY SHOOTING

35mm
black &
white

VOLUME 04CHAPTER FOUR

EVERY
FRAME

The Eye

Between writing code, I take my camera to the streets. It's not just about documenting the city—it's about training the eye to notice the quiet, subtle details that digital interfaces often overlook.

12Frames
01City
Moments
CONTACT SHEET — KOLKATA 2024
01HOWRAH, DUSK — frame 01
02SHYAMBAZAR, STREET — frame 02
03DOCKYARD, HOWRAH — frame 03
04MAIDAN, FOG — frame 04
05COLLEGE STREET — frame 05
06KUMARTULI, CLAY — frame 06
07VICTORIA, GOLD — frame 07
08MULLICK GHAT — frame 08
09NORTH KOL, LANE — frame 09
10MONSOON, WINDOW — frame 10
11CITY LIGHTS — frame 11
12URBAN TEXTURE — frame 12
Get in touchsouvik.rahut@gmail.comI reply within a day or two.
GO BUILD.