Navneeth Premanand
Navneeth Premanand
Dubai, UAE · Open to opportunities

Business-minded.Technically built.

I build things end to end — from gathering requirements to shipping production systems. Whether it's a data pipeline, an analytics dashboard, or a full-stack app, I own the whole picture.

4+
Years Building
IEEE
Published Research
10+
Dashboards Shipped
CRM/ERP
Built from Scratch

ABOUT ME

A bit about me.

Hi! I'm Navneeth — I spent 24 years in Bengaluru, finished my schooling from Kendriya Vidyalaya, two degrees from Christ University, and my first two jobs there. Now I'm based in Dubai with family, exploring what's next.

I've bounced between full-stack development, business analysis, data engineering, and AI/ML — not because I couldn't pick one, but because I like understanding the full picture. I lean towards technofunctional roles where I'm not just writing code in a corner — I want to be in the room with the client and the codebase.

My ideal split? 60% technical, 40% people.

🏍️

On the road

My Royal Enfield Interceptor 650 through Ooty, Mysore, Coorg, and Wayanad. The Western Ghats are my reset button.

Off the field

Football when I can, gaming when I can't.

🍳

In the kitchen

I cook and experiment — the kitchen is just another lab.

🔧

After hours

I tinker with open-source tools, self-host alternatives, and stay hands-on with DIY projects.

⚖️

Philosophy

"To obtain, something of equal value must be lost." — The Law of Equivalent Exchange : Fullmetal Alchemist. I believe in earning what you get.

SKILLS

What I work with.

Tools and skills across business analysis, data, and engineering — the full stack of getting things done.

Business Analysis & Requirements

Stakeholder ManagementRequirements GatheringProcess MappingUser StoriesAgile MethodologiesData Storytelling

Data Analysis & SQL

PythonPandas & NumPySQLMongoDBStatistical AnalysisData Pipelines

Frontend & Visualization

ReactReact NativeJavaScriptTableauPower BI

Backend & APIs

Node.jsREST APIsDatabase DesignMySQLStored ProceduresData Modeling

Machine Learning & AI

TensorFlowKerasScikit-learnCNN ArchitecturesFeature EngineeringModel Evaluation

Cloud & DevOps

AWS (EC2, S3, Lambda)AzureDockerCI/CD PipelinesGit & Version ControlInfrastructure Management

Tools & Documentation

NotionVisioGoogle AnalyticsSRS DocumentationData Flow Diagramming

EXPERIENCE

Where I've worked.

From autonomous fleet ops to ERP systems — each role taught me something different.

Full-time
May 2025 – Nov 2025

Full Stack Engineer

Flo Mobility
Bengaluru / Remote to Dubai
  • Managed data pipeline for 50+ autonomous robots with quality validation
  • Built analytics dashboard with 10+ live visualizations (React, Chart.js)
  • Optimized MongoDB pipelines to speed up stakeholder reporting
Contract
Aug 2024 – Apr 2025

Full Stack Developer

Rynova Trade LLC
Dubai, UAE
  • Led full lifecycle as sole dev: requirements → architecture → deployment
  • Built performance dashboards from Google Analytics data
  • Deployed on AWS (EC2, Route 53, SSL) with automated CI/CD
Internship
Feb – Apr 2024

Business Process Automation Intern

ACZ Global Pvt Ltd
Bengaluru, India
  • Mapped business processes and data flows for predictive analytics
  • Created SRS docs and workflow diagrams (Lucidchart, Visio)
Internship
Jun 2023

AI Engineering Intern

Open Weaver
Bengaluru, India
  • Benchmarked CNN architectures on medical imaging datasets
  • Translated model diagnostics into visual narratives for stakeholders
Full-time
Sep 2021 – Sep 2022

Full Stack Developer

ACZ Global Pvt Ltd
Bengaluru, India
  • Built CRM/ERP system from scratch for 40+ users (MERN + AWS)
  • Led migration from paper workflows to digital — UAT, change management, monitoring

EDUCATION & CREDENTIALS

Education & credentials.

MSc in Data Science plus professional certifications to stay current across data, business analysis, and security.

Degrees

Master of Science in Data Science

Christ University, Bengaluru · 2022 – 2024

Bachelor of Science in Computer Science, Mathematics & Statistics

Christ University, Bengaluru · 2018 – 2021

Certifications

  • Google Data Analytics Professional Certificate
  • Business Analysis & Process Management — Coursera
  • Data Science 101 — IBM
  • Cybersecurity and IoT — University System of Georgia
  • Cyber Law — Christ University

PROJECTS

Things I've built.

From research papers to production systems — work I've shipped end to end.

Research

Stellar Image Classification Pipeline

Published in IEEE: Comparative performance analysis of CNN architectures (VGG16, Parallel CNN, ResNet) for stellar-galaxy classification. Designed full pipeline: data preprocessing, feature engineering, model training with hyperparameter tuning, and comprehensive performance evaluation across architectures.

PythonTensorFlowKerasCNNPandas
Product Analytics

Autonomous Fleet Analytics Platform

Real-time operations dashboard for 50+ autonomous robots. Led analytics design from stakeholder interviews to KPI definition. Built 10+ interactive visualizations in React; optimized MongoDB pipelines to reduce report latency by ~35%.

ReactChart.jsMongoDBAWSTypeScript
Systems

ERP/HRMS Digital Transformation

Migrated 40+ users from paper to digital: gathered business requirements, designed normalized MySQL schema, built Node.js REST APIs, and deployed on AWS. Led UAT and change management to ensure adoption.

Node.jsReactMySQLAWSMERN
ML Engineering

Medical Imaging ML Pipeline

End-to-end deep learning pipeline for breast cancer classification: EDA on medical imaging datasets, preprocessing, CNN training with TensorFlow/Keras, model evaluation, and stakeholder-ready visualizations.

PythonTensorFlowKerasPandasScikit-learn

GET IN TOUCH

Let's connect.

Looking for BA, DA, or AI/ML roles — or just want to talk shop. Always happy to chat.

Send a message