About us
Built by engineers who ship.

We bridge the gap between intelligent software and real-world systems — from LLM pipelines and RL agents to hardware integration and 3D spatial computing. originull is what happens when those two worlds collide.

Senthilnathan Ramaswamy

Senthilnathan

Co-Founder · AI & Product

Builds AI-native systems that turn experimental models into production-grade software. From LLM automation pipelines and RAG systems to multi-modal agents — he designs infrastructure where learning, reasoning, and execution operate as one layer.

Founder of Dappi, leading end-to-end product execution and translating complex AI capabilities into scalable applications used by businesses.

LinkedIn GitHub Dappi.in
Mukund

Mukund

Co-Founder · Systems & 3D

Designs intelligent control systems that connect decision-making algorithms to real-world execution — from training RL agents for combat strategies, to proximity-based authentication, to translating software commands into deterministic hardware behavior.

Interested in scalable architectures, adaptive autonomy, and turning experimental AI into deployable infrastructure.

LinkedIn GitHub
What we cover
Together, we bridge intelligent software and real-world systems.

Artificial Intelligence

  • Large Language Models & RAG
  • Multi-Modal AI Agents
  • Reinforcement Learning
  • NLP & Deep Learning
  • Computer Vision

Systems & Infrastructure

  • Scalable Backend Architecture
  • AI Deployment & MLOps
  • Automation Pipelines
  • IoT & Embedded Systems
  • Hardware–Software Integration

Product & Design

  • End-to-End Product Execution
  • Full-Stack Development
  • 3D Design & Spatial Computing
  • Mobile & Web Applications
  • Human–Computer Interaction
Our Projects
Things we've built.

Senthil

LLM-Based Invoice Automation

Production LLM extraction pipeline with validation layers for enterprise invoice processing.

Production RAG Agents

Scalable Retrieval-Augmented Generation systems with deployment guardrails and multilingual fine-tuning.

Multi-Modal AI Evaluation Agent

Automated grading system using NLP and deep learning for structured assessment pipelines.

CO₂ Threat Intelligence Platform

AI-driven anomaly detection system for ESG and security monitoring using XGBoost.

AI Placement Platform (HGSM)

Graph-based semantic matching algorithm for intelligent job–candidate pairing.

Full-Stack Commerce Application

End-to-end mobile platform with payments, operations, and backend architecture.

Mukund

Mortal Kombat AI

Reinforcement-learning agent trained to discover efficient combat strategies through human-like input channels.

IoT Device Control via Input Emulation

System that translates software commands into deterministic hardware behavior across consumer devices.

ADB Device Control

Programmatic control of Android devices using APIs and debugger tools for automation and testing.

Gesture-Based Audio Equalizer

Real-time gesture recognition to control audio equalization system-wide across the operating system.

AI Placement Platform (HGSM)

Graph-based semantic matching algorithm for intelligent job–candidate pairing.

3D Design

Creative 3D modeling and design projects exploring spatial computing and visual media.