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I'm Udith S Nair.

I love building end-to-end systems that seamlessly integrate hardware, software, and the cloud. From embedded Linux and IoT to ML-driven applications, I focus on creating scalable, high-performance solutions.

Udith S Nair
Full Stack ML and Embedded Software Developer
Python Google Cloud Node.js Java C++ HTML Linux Docker

ABOUT

I’m a third-year Electronics and Computer Engineering student at REVA University with a strong interdisciplinary foundation across software, hardware, and cloud technologies. My work spans full-stack development, machine learning & MLOps, embedded systems, and digital hardware design, enabling me to build true end-to-end systems that connect computation with the physical world.

I have hands-on experience across web, mobile, and game development, Web3 & blockchain systems (Flare, Aptos, Solana, Ethereum, Stellar, Arbitrum), cloud platforms> (AWS, GCP, Salesforce), IoT, RTOS-based systems, and hardware–software co-design. I enjoy working at the intersection of electronics and computer science, focusing on scalable architectures, intelligent systems, and practical problem-solving.

A three-time hackathon winner, I’ve often taken on leadership roles, leading teams from ideation to execution under tight deadlines. I thrive in fast-paced environments and strongly believe in continuous learning. While I explore a wide spectrum of technologies, my primary focus is on Full-Stack Machine Learning and MLOps, building production-ready, intelligent systems.

Experience

Experience Timelines

Embedded Software Engineer @ CropNow

Jul 2025 - Oct 2025

Worked on Linux-based embedded systems. Involved in circuit design and software implementation with Azure Cloud and ML integration, along with RTOS-based kernel development for a rover system.

Bengaluru, India (Hybrid)

Cloud Lead @ Google Developers Group REVA

Sept 2025 - Oct 2026

Currently serving as Cloud Team Lead for Google Developers Group at REVA University. Successfully completed Google Cloud Study Jams with 19+1 skill badges.

REVA University, Bengaluru, India

Contributor @ Hacktoberfest

Oct 2025 - Nov 2025

4 PRs merged successfully. Worked on MERN stack issues, backend mail services, frontend updates, and Apps Script-based automation for the KrowdKraft organization.

Bengaluru, India

Contributor @ GirlScript Summer of Code

Aug 2025 - Oct 2025

Worked on Python and JavaScript-based issues across multiple organizations.

Bengaluru, India

Contributor @ Social Summer of Code

Jun 2025 - Aug 2025

Worked on Python-based problem statements and issue resolutions.

Bengaluru, India

LIFE @ Earth

Nov 2005 - Present

Spawned on this earth. I live to eat.

KR Puram, Bengaluru, India

N
Pirate

SKILLS

Embedded Systems

Raspberry Pi Jetson Nano BeagleBone Arduino ESP Linux FreeRTOS QNX Zephyr LTspice Fusion 360

AI / ML & Data

Roboflow MLflow BentoML DagsHub Google Colab Jupyter Notebook Power BI

Languages

Java JavaScript Python Embedded Python C C++ Embedded C Dart MATLAB Verilog SQL

Frontend

React HTML CSS JavaScript Flutter

Backend

Node.js FastAPI Streamlit Firebase PostgreSQL

Cloud & DevOps

AWS GCP Salesforce Docker Vercel Netlify Render Railway BigQuery

Databases

PostgreSQL SQL BigQuery Firebase

Tools & More

Git GitHub VS Code Kiro Android Studio Google Test

Blockchain

Ethereum Polygon Aptos Flare Solana Stellar

Projects

01 — 03
SLD_EXTRACT.EXE

AI-based Smart Electrical SLD Intelligence Source Feeder Extraction

Computer vision Model for Electrical SLD Intelligence Source Feeder Extraction.

#PYTHON #YOLO #EXCEL
TRAFFIC_AI.EXE

Intelligent Traffic Incident Detection

Real-time traffic incident detection using computer vision and machine learning.

#PYTHON #OPENCV #YOLOv11
AIRBAG_RTOS.EXE

Airbag Deployment Simulation

A real-time embedded safety system simulated using FreeRTOS, modeling crash detection, sensor fusion, and deterministic airbag deployment under strict timing constraints.

#FREERTOS #QNX #ZEPHYR #EMBEDDED_C #REAL_TIME #SAFETY_SYSTEMS

EDUCATION

Bachelor's Degree in Electronics and Computer Engineering

REVA University

2023 - 2027

Bengaluru,India

Schooling and Pre University Education

Jubilee Insttitutions

2008-2023

Bengaluru,India

LANGUAGES

English
Malayalam
Hindi
Kannada

GET IN TOUCH

Let's build something amazing together