HomeThe Kernel

Rudra Garg

Open to Work

Systems Researcher & Full-Stack Engineer

Guwahati, India
IIIT Guwahati, CSE
Class of 2026

CGPA: 8.29

Philosophy

Systems Thinking

My approach to engineering is rooted in understanding systems holistically—from the kernel to the cloud.

Layered Abstraction

Understanding systems from low-level networking (Linux TC, TCP/IP) to high-level orchestration (Kubernetes, service mesh).

Distributed First

Designing for failure, partition tolerance, and eventual consistency. Real-world systems are distributed—embrace it.

Measure, Don't Guess

Prometheus metrics, profiling, and observability before optimization. Data-driven decisions over intuition-based changes.

Theory Meets Practice

Research simulations validated on real testbeds. Academic rigor combined with production engineering pragmatism.

Journey

Experience Timeline

2022

IIIT Guwahati

B.Tech Computer Science & Engineering

Started undergraduate studies. Current Semester 7 CGPA: 8.42. Focused on Distributed Systems and Network Engineering.

202498.3% Speedup

GRIG Technologies

Back End Developer Intern

Engineered certificate generation system reducing processing time by 98.3%. Architected RESTful APIs with Flask-RESTx and optimized data retrieval efficiency by 40%.

2024Virtual Testbed

Fog Computing Research

GVMP Strategy

Designed Gateway Validation Module Placement (GVMP). Demonstrated 95% network usage reduction compared to standard edge-ward placement using a custom Docker testbed.

202599.77% F1-Score

LOKI Voice Assistant

Hybrid NLU Engine

Developed a desktop-native voice assistant. Achieved 99.77% NER F1-score using a hybrid FastClassifier (Embeddings) + LLM Fallback architecture.

2026

Graduation

B.Tech CSE

Expected graduation. Ready for roles in Systems Engineering, Backend Infrastructure, or Research.

Technical

Tech Stack

Technologies I use across infrastructure, backend, AI/research, and frontend development.

Systems & Infra

Orchestration, virtualization, and low-level networking

Docker3y
Kubernetes1y
Linux TC2y
Google Cloud2y
Prometheus1y

Backend

High-performance APIs and distributed logic

Go (Gin)2y
Python (FastAPI)4y
PostgreSQL3y
Redis2y
WebSockets2y

AI & Research

Machine learning pipelines and simulation

PyTorch2y
SUMO1y
sklearn-crfsuite1y
NetworkX2y

Frontend

Interactive UIs and real-time state

React / Vite3y
Vue 31y
TypeScript2y
Tailwind CSS3y
Framer Motion2y