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Soumya.

Founder @ RITE Labs

I build things that think: from agentic RAG systems and LLM-powered backends to full-stack Android apps shipped on the Play Store. Founder of RITE Labs. Currently building Cortex — an always-on Android second brain. I don't just study AI, I deploy it.

Ideas
Code
Write
Repeat
Builder at work ⚡
++++
SYS // ARCHITECT
CORE_v2.0
Soumyaranjan Sahoo — Building agentic systems, AI infrastructure and production-grade AI applications.
Building agentic systems, AI infrastructure and production-grade AI applications.
WHAT I'M DOING NOW
🏗Building

Agentic AI Systems

Designing intelligent workflows that combine reasoning, retrieval, and automation to solve real-world problems.

🔬Exploring

System Design & LLM Architectures

Studying scalable architectures, evaluation methods, and techniques for building reliable AI systems.

📚Reading

Designing Data-Intensive Applications

Learning principles behind distributed systems, scalability, and building dependable software.

FEATURED WORK

Things I've built

Preview of ResumeOS
AI AgentsTypeScriptResume IR

ResumeOS

A persistent AI system that understands candidates, analyzes jobs, connects experience to evidence, and collaboratively builds truthful tailored resumes

Preview of Rite: Habit Tracker & Streaks
FlutterFirebaseIsar

Rite: Habit Tracker & Streaks

Build and track daily habits with streak tracking, completion rings, and reminders that fire at the right time.

Preview of Shadow Org
TypeScriptReactAI Systems

Shadow Org

An AI-native multi-agent operating system for solo founders that automates product, marketing, customer support, and operations while keeping every critical decision under human control.

ABOUT ME
Soumya Ranjan Sahoo sitting on a mountain summit overlooking city at dusk
Same person...
Just a different view

Curious mind. Builder at heart.

I enjoy building software that solves real problems and makes complex things feel simple. Most of my work revolves around AI systems, backend engineering, and creating products that people actually find useful.

Odisha, India
Designing Data-Intensive Applications
RITE Labs
Agentic AI & Intelligent Systems
ReliabilitySimplicityOwnershipCuriosityImpact
“A better internet is possible.”
EXPERIENCE & SYSTEMS

Where I've Engineered

Production roles, architecture leadership, and impactful technical contributions.

Founder

atRITE Labs
2026 - Present•Full-time
Current Role
  • ›Building AI-native products focused on intelligent automation and practical real-world applications.
  • ›Designing scalable architectures that combine LLMs, retrieval systems, and agentic workflows.
  • ›Leading product development from idea to deployment with an emphasis on reliability and simplicity.
  • ›Exploring new approaches to build software systems that augment human productivity.
Stack:
ReactFlutterFastApiAWSFirebase

Associate Software Engineer

atBetter Software
01/2026 - 03/2026•Internship
  • ›Contribute to building scalable and maintainable software systems for production environments.
  • ›Design backend solutions that improve reliability and development velocity.
  • ›Collaborate with engineering teams to deliver robust and extensible systems.
Stack:
PythonReact

Software Development Engineer Intern

atBluestock Fintech
04/2025 - 06/2025•Internship
  • ›Led a team of 10 interns while contributing to a stock broker platform built with Django and React.
  • ›Built REST APIs and real-time communication modules to improve user experience.
  • ›Implemented live stock market visualizations for faster access to financial information.
  • ›Worked in Agile environments and collaborated effectively using Git-based workflows.
ENGINEERING ESSAYS

The Agentic Engineer

Insights and mental models from building autonomous software. Structured essays for engineers moving from manual vibe coding to agentic architectures.

Cover image for I Built a Downloads Sorter That Refuses to Hurry
Agent Engineering•2026-10-21•4 min read

I Built a Downloads Sorter That Refuses to Hurry

Clutter Sloth is a local-first Downloads sorter that waits for idle time, earns autonomy one category at a time, and makes every move reversible. Here is the design and what a week of real numbers does and does not prove.

KIND WORDS

People I’ve worked with

Thoughtful feedback from collaborators, teammates, and friends who’ve been part of the journey.

“

Before SysLab, system design felt overwhelming. The visual builder and guided simulations made learning engaging and intuitive. I now understand scalability, reliability, and distributed systems much better.

KG

Karan Gupta

Computer Science Student @ C.V. Raman Global University

Valued Collaborator!
“

The simulation-driven approach makes complex distributed systems easy to understand. SysLab provides instant feedback and highlights bottlenecks that many engineers overlook during design discussions.

PS

Priya Sharma

Engineering Manager @ CloudScale Technologies

Great partner!
“Good people build great things.”
Same people.
Bigger tomorrows.
LET'S CONNECT

Get In Touch

Have a project in mind? Drop me a message.

Cozy midnight developer desk overlooking city skyline with warm lamp and laptop
Same
Desktop
Different
Dreams
Build
Learn
Share
Grow
...
Good Ideas Travel ☕
Still Curious ...
NIGHT // WORKSPACE
0/1000
“Looking forward to hearing from you!”:)

Based in India

Open to remote opportunities worldwide and excited to work with amazing people across the globe.

“Good people everywhere”
“Better things happen when you reach out.”
Ideas
are better shared.
People
make the journey meaningful.
Code
builds opportunities.
Conversations
turn into great things.