// Technical Lead · AI Engineer · Roboticist

Hi, I'm Dr. G. Singh

Combining deep AI expertise with 8+ years of building high-performance backend, real-time streaming systems, and AI applications — from edge devices to cloud scale.

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// 01. About

Who I Am

Engineer. Architect. Researcher. Builder.

Lead Engineer combining deep AI expertise with 8+ years of building high-performance backend, real-time streaming systems, and AI applications. Shipped production-grade web applications with full-scale GCP deployment and management.

Passionate about leading remote, autonomous teams, utilizing AI tools to maximize development speed, and shipping scalable full-stack features. Ph.D. in Robotics from ISAE-Supaéro, France, with research spanning human-autonomy teaming, computer vision, and reinforcement learning.

Currently architecting secure edge-to-cloud drone pipelines, real-time vision systems, and scalable web platforms at Eighth Dimension, Germany.

🏗️
System Architect
High-concurrency backends with Rust, Node.js & Postgres
🤖
AI & Robotics
Ph.D. in Robotics, ML pipelines, real-time CV systems
☁️
Cloud Native
GCP ecosystem, Docker, Kubernetes, Cloud Run
👥
Team Lead
Led 8-person autonomous teams, mentored engineers
// 02. Technical Arsenal

Skills & Technologies

The tools and technologies I use to build production systems.

⚡
Languages
Rust C / C++ Python JavaScript C# Java SQL
🔧
Frameworks & Tools
React Node.js Flask GStreamer Docker Kubernetes Redis PostgreSQL
🧠
AI & Robotics
TensorFlow PyTorch YOLO OpenCV ROS / ROS2 SLAM CUDA SAM
☁️
Cloud & DevOps
GCP Cloud Run Docker Compose CI/CD Linux Git
🔐
Security & Protocols
AES-256-GCM SRTP JWT Auth MAVLink WebSocket MJPEG
🎯
Soft Skills
Leadership Team Management Communication Critical Thinking Mentoring
// 03. Open Source

GitHub Activity

Contribution overview and development metrics.

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Languages
// 04. Featured Work

Projects

Production systems built from architecture to deployment.

🎛️
VectorX
Full-stack live video streaming & pipeline management platform. Smart stream switching with zero-latency between raw and AI-processed feeds. Drag-and-drop pipeline editor with real-time WebSocket video transport.
React Node.js Redis Streams PostgreSQL Docker GCP
🛰️
Hyphae Queen
Secure edge-to-cloud drone pipeline for real-time operations. End-to-end encryption across video, telemetry, and command channels. Quantum-safe architecture with sub-50ms latency.
Rust C GStreamer MAVLink Docker
🔒
Hyphae Agent
Secure, lightweight edge runtime for video streaming on drones and IoT devices. Custom C launcher, transparent device management, and self-extracting offline installers.
C Docker GStreamer
🎯
AI Actor Tracker
Real-time multi-stream AI monitoring system for detecting and tracking actors across live video feeds. Configurable detection keywords with prompt management and containerized workers.
Python YOLO Redis Docker OpenCV
🏷️
Annot8
AI-powered annotation platform that cuts labeling time in half. Leverages SAM 3 for intelligent segmentation, supporting batch video and image annotation with semantic segmentation capabilities.
Python Flask SAM 3 OpenCV
👁️
Vision8
A mono-repo of 12 containerized computer vision applications — from object detection and multi-object tracking to drone detection, crowd analytics, thermal imaging, segmentation, and image quality analysis. Each app is independently deployable with real-time processing.
Python YOLO SAM DART TensorRT Redis Streams Docker
// 05. Career

Experience

A journey across 5 countries — India, UK, France, Portugal, Germany.

Jan 2025 – Present
Technical Lead
Eighth Dimension — Germany
  • Led 8-person autonomous team to ship products end-to-end
  • Architected high-concurrency backend systems using Rust & Postgres
  • Shipped cross-platform web and mobile apps with React
  • Designed scalable GStreamer pipelines for real-time data streaming
  • Managed & optimized Google Cloud Platform ecosystems
Feb 2023 – Jun 2025
Research Associate
University of the Bundeswehr — Germany
  • Authored 35k+ lines of low-latency, real-time backend code
  • Built ensemble ML models processing real-time user metrics
  • Achieved high-accuracy (F1 = 0.89) predictive data pipelines
  • Mentored four technical team members to accelerate delivery
Feb 2022 – Oct 2022
PostDoc. Researcher
GREYC — France
  • Engineered multi-point routing algorithms optimizing transit efficiency
  • Led successful high-stakes product demonstrations for key clients
  • Developed multi-layer logical planners for complex system navigation
Apr 2020 – Dec 2020
Computer Vision Researcher
SpaceSense.ai — France
  • Wrote scalable Python pipelines for massive data extraction
  • Researched and deployed advanced radar data processing applications
  • Scaled early-stage product features from concept to production
Mar 2017 – Dec 2017
Lead Researcher
M-ITI Madeira & ISR Lisbon — Portugal
  • Developed physiologically attentive user interface for robot teleoperation
  • Built ML models to analyze operators' cognitive states in real-time
  • Published scientific paper within seven months
Apr 2016 – Feb 2017
Research Engineer
Hi-Tech Robotics Systemz — India
  • Developed architecture for teleoperated tracked robot
  • Worked on autonomous shuttle NOVUS DRIVE
  • Obstacle detection with LiDAR and 3D point cloud processing
May 2013 – Mar 2016
Software Engineer
IAP Company / Webmob — India
  • Engineered complex and scalable business applications in C# & .NET
  • Reverse-engineered complex C++ applications for migration
// 06. Education

Academic Background

From India to UK to France — a global academic journey.

Doctorate (Ph.D.)
Robotics
ISAE-Supaéro, France
2018 – 2021
Master of Science
Robotics
University of Plymouth, UK
2011 – 2012
Bachelor of Engineering
Information Technology
University of Jammu, India
2005 – 2009
// 07. Connect

Let's Build Something

Open to collaborations, consulting, and interesting conversations.