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heartlessisafk/README.md

Typing intro


SYSTEM STATUS

Name: Samarth Shukla
Role: AI/ML Engineer
Education: 3rd Year B.Tech CSE (AIML) @ SRMIST
Core Domains:
  - Computer Vision
  - AR/VR Systems
  - Spatial Computing
  - Human-Computer Interaction
  - Simulation Systems
Mission: Building intelligent systems where human motion, perception, and digital environments interact in real time.

ABOUT_ME.exe

I build immersive, real-time AI experiences. My work sits at the intersection of computer vision, XR interaction, simulation systems, and intelligent automation. I enjoy turning physical gestures and spatial behavior into responsive, production-oriented digital systems.

  • Real-time vision systems
  • Gesture-controlled interfaces
  • XR and spatial interaction workflows
  • AI-powered simulation environments
  • Human-centered immersive technology
  • Intelligent automation systems

TECH ARSENAL

Core Stack

Computer Vision      AR/VR Systems         Spatial Computing
Real-Time AI         HCI Development       Simulation Systems
Feature Extraction   Gesture Intelligence  Temporal Smoothing
Polygon Geofencing   Interactive Systems   Intelligent Automation

Currently Upgrading

C# for XR + Unity
Immersive Simulation Pipelines
AI Agents & Automation
Edge AI Optimization
Vision Transformers (ViTs)
Real-Time Inference Systems
XR Interaction Design

FEATURED PROJECT MATRIX

Computer Vision + AI

Industrial safety monitoring using YOLOv8 and polygon geofencing to detect unauthorized presence inside hazard zones.

YOLOv8 OpenCV Geofencing Safety AI

An immersive surgical simulation and patient-specific digital twin platform that demonstrates the complete vision of next-generation healthcare training systems. SurgiVerse models the pipeline from medical imaging and AI-powered segmentation to 3D reconstruction, digital twin generation, simulation environments, XR visualization, and surgical analytics.

Digital Twins Healthcare AI Computer Vision 3D Reconstruction Simulation Systems XR Spatial Computing

Platform Vision

Hospital Data
      ↓
Medical Imaging
      ↓
AI Segmentation
      ↓
3D Reconstruction
      ↓
Patient Digital Twin
      ↓
Simulation Engine
      ↓
XR Visualization
      ↓
Training & Surgical Analytics

Designed as a foundation for future patient-specific surgical planning, immersive medical training, AI-assisted procedure rehearsal, and next-generation healthcare simulation environments.

Driver fatigue detection using facial landmarks, eye aspect ratio tracking, and responsive alert systems.

MediaPipe OpenCV Threading Facial Landmarks

Emotion and expression analysis through landmark-aware computer vision pipelines.

Computer Vision OpenCV AI Expression Analysis

Real-time HSV segmentation pipeline inspired by invisibility-cloak visual effects.

HSV Segmentation Masking OpenCV Real-Time Vision


HCI + Spatial Interfaces

Hand-tracking powered virtual mouse with temporal smoothing for stable, precise cursor control.

MediaPipe PyAutoGUI Computer Vision HCI

Gesture-based drone simulation mapping hand motion into 3D spatial flight vectors.

OpenCV 3D Projection Spatial Interaction Simulation

AR-style drawing experience that lets users sketch in air through fingertip tracking and gesture recognition.

MediaPipe OpenCV AR Interaction Gesture Tracking

A hand-tracking interactive game blending gesture recognition with live gameplay mechanics.

Gesture Recognition OpenCV HCI Interactive Systems


AI Utilities

Predictive monitoring project for analyzing system metrics and forecasting machine performance conditions.

Machine Learning Prediction Systems Python Monitoring

A premium design and visualization showcase built around luxury aesthetics and modern visual presentation.

Design Visualization Creative Tech


CURRENT SIGNALS

  • Vision Transformers (ViTs)
  • AR/VR simulation systems
  • XR interaction design
  • AI agents and automation
  • Edge AI optimization
  • Spatial interaction systems
  • Real-time inference pipelines
  • Unity and C# development

VISION / LONG-TERM BUILD DIRECTION

AI + Spatial Computing + AR/VR + Real-Time Vision + Human Interaction
                         ↓
        Immersive intelligent systems for real-world impact

Future application zones

  • Healthcare simulation
  • Defense technology
  • Robotics
  • Interactive training
  • Smart automation
  • Human-centered AI

GITHUB INTELLIGENCE


CONNECT // INITIATE LINK


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