Soumyaranjan Sahoo
Founder @ RITE Labs
Odisha, India
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.
Over the last few years, I've worked with technologies ranging from machine learning and large language models to full-stack web development. I like understanding how systems work under the hood and turning ideas into reliable products.
Right now, I'm exploring Agentic AI, retrieval systems, and scalable software architecture. I'm especially interested in building intelligent systems that can reason, automate workflows, and augment human decision making.
Outside of work, I spend time learning, solving algorithmic problems, reading about technology, and experimenting with new ideas. I'm always curious about how great products are designed and how they evolve over time.
Core Engineering Focus
Multi-Agent Systems Engineer
Designing distributed supervisor-worker topologies, consensus protocols, and task delegation pipelines. Preventing cascade failures, deadlocks, and hallucination propagation across autonomous agents.
LangGraph Developer
Implementing cyclical graph-based state machines, interruptible human-in-the-loop gates, vector checkpointers, and deterministic transition guards for mission-critical workflows.
Deterministic Agent Memory
Eliminating context window degradation and multi-agent amnesia. Architecting hybrid vector-graph episodic memories and persistent state stores across agent lifetimes.
RITE Labs Founder & Architect
Directing research and product creation at RITE Labs. Delivering consumer software like Rite Habit Tracker, enterprise intelligence suites like Sentinel, and simulation laboratories like SYSLAB.
The Philosophy: Plan → Delegate → Verify → Ship
The future belongs not to engineers who merely churn syntax, but to Mission Controllers who scaffold precise contextual constraints, set automated verification assertions, and direct intelligent agent sub-teams.
“Code written without verification is just hopeful guesswork. True agentic engineering demands mathematical guarantees, cyclical feedback, and ironclad state machines.”
— Architectural ManifestoPrinciples & Values
Career & Engineering Experience
Roles, outcomes, and distributed systems architected across organizations.
Founder
atRITE Labs- ›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.
- ›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.
- ›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.
Connect & Verify Identity
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