blog

From Spreadsheet Chaos to QR Seamlessness: Scaling GDGoC RCC’s Swag Distribution
March 28, 2026 (1w ago)4 min read

From Spreadsheet Chaos to QR Seamlessness: Scaling GDGoC RCC’s Swag Distribution

Built a QR-based swag distribution system to eliminate chaos during GDGoC events. Replaced slow, error-prone Excel workflows with instant QR verification, real-time tracking, and fraud prevention—cutting distribution time to ~25 seconds per person and handling 70+ participants in under 30 minutes.

qr code system
event management
swag distribution
From Camera to Cloud: Deploying Our AI Queue Management System
January 4, 2026 (3mo ago)3 min read

From Camera to Cloud: Deploying Our AI Queue Management System

Built an AI-powered queue management system that detects crowd density in real time, predicts demand, and optimizes staff allocation. This post breaks down how we deployed it to the cloud, the failures we hit (7GB containers, broken routing, dependency conflicts), and what it actually takes to make ML systems production-ready.

tech
ai
ml
From Pixels to Diagnosis: Classifying Kidney Diseases Using CNNs
October 12, 2025 (5mo ago)3 min read

From Pixels to Diagnosis: Classifying Kidney Diseases Using CNNs

CNN-based deep learning model that classifies kidney images into Cyst, Stone, Tumor, and Normal categories using multi-class image classification in Jupyter Notebook.

tech
medical
ai
How I Cut Event Load Times from 8 Seconds to 1 Second
September 12, 2025 (6mo ago)6 min read

How I Cut Event Load Times from 8 Seconds to 1 Second

Cut API response time from 8s to 1s by fixing a MongoDB performance bottleneck. Learn how replacing COLLSCAN with IXSCAN using proper schema design and compound indexing dramatically improves query speed and scalability.

Backend Development
Database Optimization
MongoDB
Paws: Connecting NGOs and Stray Animals in Need
July 13, 2024 (1y ago)4 min read

Paws: Connecting NGOs and Stray Animals in Need

Paws is a real-time animal rescue platform that allows users to report injured strays using image uploads and location data. It leverages AI to detect animal type and injury severity, then instantly notifies nearby NGOs for quick response. Built with React, Django, and Firebase, the system also includes NGO dashboards, analytics, and donation support to improve animal welfare coordination.

animal rescue
NGO platform
AI for social good
LinkedIn