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akaKRISH/README.md

RURU // ENGINEERING LAB


Ruru colored ASCII portrait being laser printed



RURU

Engineering Student · AI Builder · Systems Thinker

Building intelligent systems, learning deeply, and turning experiments into useful software.


GitHub   Gesture OS   3D Lab





/currently-building

01  GESTURE OS
    Touchless spatial computing · Real-time perception · Desktop interaction

02  RURU OS
    AI-native personal engineering OS · Automation · Knowledge systems

03  RURU PROTOCOL
    Interactive 3D developer portfolio · Three.js · Custom shaders

04  ENGINEERING FOUNDATIONS
    Data Structures & Algorithms · Python · Java · C++ · Systems design





/flagship — Gesture OS

========================================================================
  GESTURE OS  //  TOUCHLESS SPATIAL COMPUTING PLATFORM
========================================================================

GestureOS transforms standard webcam feeds into a responsive, touchless desktop interaction layer. Built with on-device computer vision and low-latency event dispatching, it enables spatial navigation without proprietary hardware.

Perception & Architecture

  • Perception Layer: 21 3D Hand Landmarks, 468 Face Mesh Points, 6-DoF Head Pose estimation via PnP, and 1€ Temporal Jitter Filtering.
  • Multimodal Fusion: Real-time geometric and dynamic classification with velocity vectors and pinch metrics.
  • Safety State Machine: Face-presence verification, dwell-time confirmation, and fail-safe emergency disengage triggers.
  • Dispatch Engine: Native OS input injection (Mouse/Keyboard), HUD overlay system, and sandboxed plugin architecture.

Core Capabilities

  • 25+ Gesture Vocabulary: Precision pointing, pinch-drag, inertial scroll, window management, media controls, and macro triggers.
  • AirMouse: Inertial cursor control with dynamic sensitivity damping for pixel-accurate targeting.
  • Privacy-First: 100% on-device vision inference — zero video frames or telemetry leave the local machine.
  • Extensibility: Built-in Gesture Studio, plugin SDK, and full developer packaging pipeline.





/selected-work

  • GestureOS(Flagship) Touchless desktop automation, computer vision perception, and 3D spatial UI.
  • RuruOS — AI-native personal engineering environment for automation, research, and developer workflows.
  • ruru-protocol — Cinematic developer portfolio powered by React, Three.js, and custom shader engines.
  • Groundwater Prediction System — Environmental data modeling and machine learning prediction pipeline.
  • Agent Evaluator Hackathon — Autonomous AI agent evaluation benchmark and test framework.
  • LeetCode Practice — Algorithmic problem solving, data structures, and computational optimization in C++.





/stack

Languages
Python · Java · C++ · JavaScript · TypeScript · HTML/CSS


AI & Computer Vision
OpenCV · MediaPipe · LLMs & AI Agents · PyTorch · Scikit-Learn


Systems & Web
React · Three.js · Qt / PySide6 · Git · GitHub Actions · Linux · Docker


Current Depth-Building
DSA · Java Core · Low-Level Optimization · Agentic Architectures · Systems Design





/engineering-journey

I am an engineering student focused on intelligent interfaces, software systems, computer vision, and applied AI.

I learn through intentional building: creating prototypes, developer tools, spatial interaction systems, and experiments that force me to understand how computing systems operate from first principles.

Learn deeply. Build boldly. Think beyond the obvious.





/activity

GitHub Overview    Language Distribution





/3d-contribution-field

A visual topological map of engineering activity and commits.


3D Contribution Graph



Open Interactive 3D View

Click to launch interactive 3D rotation, tilt, and zoom in the browser





/contribution-trajectory

Contribution Snake





GitHub  ·  GestureOS  ·  RuruOS  ·  Interactive Lab



RURU // building intelligent systems one layer at a time.



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