systems.init()

Rudra Garg

Systems Researcher & Full-Stack Engineer

Bridging the gap between academic theory and production reality

View ResearchEngineering Work
Proof of Impact

Research & Engineering Metrics

98.3%Processing Time ReductionGRIG Technologies
95%Network Usage ReductionFog Computing / GVMP
99.77%NER F1-ScoreLOKI Voice Assistant
~90%Cache Hit RatioUAV / MUCEDS
81,000+Locations ValidatedTerraQuest
98.3%Processing Time ReductionGRIG Technologies
95%Network Usage ReductionFog Computing / GVMP
99.77%NER F1-ScoreLOKI Voice Assistant
~90%Cache Hit RatioUAV / MUCEDS
81,000+Locations ValidatedTerraQuest
98.3%Processing Time ReductionGRIG Technologies
95%Network Usage ReductionFog Computing / GVMP
99.77%NER F1-ScoreLOKI Voice Assistant
~90%Cache Hit RatioUAV / MUCEDS
81,000+Locations ValidatedTerraQuest
Explore

Two Sides of the Stack

From academic research and simulations to production-ready engineering. Different disciplines, unified by systems thinking.

Research Labs

Academic research projects in distributed systems, fog computing, UAV networks, and AI/ML. Backed by rigorous simulations and technical reports.

MUCEDSUAV Edge Networks
GVMPFog Computing
LOKIVoice NLU
Explore Research Labs

Engineering

Production-grade applications built for scale. Real-time systems, multiplayer games, and backend optimizations.

Portal GambitReal-time Chess
TerraQuestGeo-guesser
GRIGBackend Optimization
Explore Engineering
Technical Arsenal

Stack Overview

Infrastructure

Docker
Kubernetes
Linux TC
Prometheus

Backend

Go (Gin)
Python
FastAPI
PostgreSQL

AI/Research

PyTorch
SUMO
Rasa NLU
LSTM/RL

Frontend

Next.js
React
Tailwind
Framer
Advanced
Intermediate