Data & Cloud

MongoDB

A document database for flexible JSON-like application data.

What it is

MongoDB stores data as document-oriented collections.

How I learned it

I learned MongoDB while building MERN-style full-stack applications.

How I use it

I use it for application records whose structure fits a document model.

Concepts I work with

Documents
Collections
Indexes
Aggregation

What I learned

Flexible schemas still need deliberate validation and indexing.

Applied experience

Projects using MongoDB

Full-stack and machine learning development

ThirdEyeAI – Real-time Engagement Detection & Meeting Platform

An AI-powered learning platform combining a WebRTC meeting engine, privacy-first engagement detection, instructor analytics, and natural-language session insights.

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Feature development and cloud deployment

Digichikitsak – Digital Prescription Platform

A MERN platform for electronic prescriptions that creates new ones, converts existing records, and stores them securely, with multilingual voice input and deployment on AWS ECS.

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Full-stack development

Axion – Mobile-Driven Desktop Automation

A three-part automation system that lets a user drive and automate their desktop from their phone: a mobile-first Next.js web app, a MERN cloud relay, and a Python desktop agent, with live step-by-step visibility and mid-run steering.

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