sabarixr
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Sabarinath

Hey,

There

I AM

SABARINATH

Social

Selected Works

Recent Work

PyroPatrol – Autonomous Fire Detection Robot

PyroPatrol – Autonomous Fire Detection Robot

Embedded autonomous fire-response robot on Raspberry Pi 4 + ESP32-S3 with ROS 2 navigation, MSCNN fire detection model, and hardware-level sensor fusion.

ROS 2Raspberry Pi 4ESP32-S3MSCNN+4
Auxilia – Parametric Income Protection for Gig Workers

Auxilia – Parametric Income Protection for Gig Workers

Full-loop parametric insurance system with zone-level ML risk models pulling rainfall, traffic, and road incidents for instant automated payouts.

FastAPINext.jsFlutterMachine Learning+2
Meridian Threads – Branching Chat Workspace with Agentic LLM

Meridian Threads – Branching Chat Workspace with Agentic LLM

Branching AI conversation workspace with LangGraph, Ollama, contextual belief tracking, contradiction detection, and in-memory knowledge graphs.

ReactFastAPILangGraphOllama+3
Expresto – Emergency Interface for Deaf & Hard of Hearing

Expresto – Emergency Interface for Deaf & Hard of Hearing

Visual emergency interface for non-verbal panic situations with rapid triage icons, GPS geolocation routing, and operator alert dispatch.

FlutterNext.jsDjangoPython+2

About

Whatever the problem needs.

Building across the full picture; web, IoT, cloud, and AI. There's no particular lane, just choosing what needed for the problem. Work includes fullstack development, DevOps pipelines, machine learning, and embedded systems. I like building end to end systems where devices, servers, and models work together. Driven by curiosity, I always explore new tools and areas; yet again, what gets my attention is always determined by what the problem requires. The goal is to understand things deeply, how the pieces fit together, how the data works, and how the system holds together from end to end.

What I Do

Unlocked Skills

01UI & INTERACTION

Frontend Engineering

Building responsive, fast, and interactive user interfaces with reactive architectures.

ReactAngularNode.jsNext.jsTypeScriptTailwindCSS
02SYSTEMS & APIS

Backend Architecture

Architecting high-throughput APIs, distributed services, and resilient data layers.

Python (Django)Python (FastAPI)Rust (Axum)Rust (Actix)Java (Spring Boot)
03INFRASTRUCTURE

DevOps & Cloud

Container orchestration, multi-cloud platforms, and automated CI/CD deployment pipelines.

KubernetesDockerGoogle CloudAWSAzureCI/CD
04AI & INTELLIGENCE

Machine Learning & DL

Developing deep learning models, mathematical data pipelines, and intelligent systems.

PyTorchNumPyPandasMatplotlibDeep Learning
05HARDWARE & SYSTEMS

Robotics & IoT

Developing robot control architectures, micro-firmware, and sensor hardware integration.

ROSCC++MicroPythonArduinoEmbedded Systems

Career & History

Work Experience

SYS // 01
March 2025 — June 2026
Amrita Vishwa Vidyapeetham – CIR Department

Full-Stack & DevOps Developer

Engineered and maintain the university's internal Skill Tracking platform, driving the API architecture, database design, and Kubernetes cloud infrastructure.

  • Built and maintain the backend for the university's internal Skill Tracking platform using Django and PostgreSQL, applying object-oriented design across the API layer and database schema; also handled parts of the frontend and owns the full deployment setup.
  • Wrote the API layer and database schema from scratch, currently tracking skill data for 200+ students.
  • Load tested the distributed system to 1000 concurrent users and held it stable using Kubernetes HPA and resource tuning.
DjangoPostgreSQLKubernetes HPAPythonDockerDevOps
SYS // 02
September 2025 — October 2025
The Marketable

Full-Stack & DevOps Developer

Built and deployed the company's production web infrastructure from scratch with automated CI/CD and zero-downtime deployment strategies.

  • Built the company's production website from zero and shipped it.
  • Wired up GitHub Actions with an Nginx reverse proxy so deploys don't take the site down.
  • Keeps an eye on uptime and runs occasional performance checks.
Full-StackGitHub ActionsNginxCI/CDReverse ProxyDevOps
SYS // 03
March 2024 — December 2024
Traboda CyberLabs

Full-Stack Intern

Contributed across two flagship cybersecurity products: an interactive e-learning platform and an enterprise phishing simulation platform.

  • Worked across two products: an e-learning platform and a corporate phishing simulation tool.
  • Shipped frontend features and backend API endpoints on both; touched most parts of both stacks by the time I left.
Full-StackAPI EndpointsFrontend EngineeringCybersecurityE-Learning
SYS // 04
January 2024 — PresentCurrent
amFOSS

Open Source Contributor and Mentor

Active contributor and mentor in India's leading student open-source club, guiding developers and maintaining department-wide production web systems.

  • Contributes to club-maintained web projects used by students across the department.
  • Reviews and merges PRs; has pushed to production-facing repos.
Open SourceCode ReviewGitGitHubMentorshipWeb Systems