durgeshkanzariya.dev // loading

DURGESH

KANZARIYA

Creative Developer & Systems Engineer

STAGE 01 / 04

CANVAS 60 FPS

180 WebP Sequence scrubbing smoothly with GSAP ScrollTrigger

CREATIVE DEVELOPER

SPECIALIZED IN

React & Next.js 16

Python & XGBoost Engine

GSAP & Canvas Motion

PostgreSQL

SCROLL

FULL STACK ARCHITECTURE

PREDICTIVE MACHINE LEARNING

DISTRIBUTED SYSTEMS

REACT & PYTHON

XGBoost ENGINE

POSTGRESQL & SQL SCHEMA

HIGH PERFORMANCE UI

FULL STACK ARCHITECTURE

PREDICTIVE MACHINE LEARNING

DISTRIBUTED SYSTEMS

REACT & PYTHON

XGBoost ENGINE

POSTGRESQL & SQL SCHEMA

HIGH PERFORMANCE UI

// PINNED SHOWCASE // FEATURED WORK

Project Showcase

Scroll to scrub through featured engineering projects. Use controls or click any card to inspect case studies.

XGBoost Regressor // NASA Telemetry01

EXPLORE

Aero Guard ML Engine

Predictive Aircraft Jet Engine RUL Forecast

11.42 RMSE

VIEW CASE STUDY

React + Express + PostgreSQL02

EXPLORE

TravelDost Companion

Full-Stack Relational Itinerary System

<45ms Lookups

VIEW CASE STUDY

21 Telemetry Sensor Windows03

EXPLORE

NASA C-MAPSS Telemetry

Multi-Sensor Jet Engine Degradation Analytics

0.865 R² Score

VIEW CASE STUDY

PostgreSQL Relational Schema04

EXPLORE

Relational 3NF Architecture

Atomic Normalization & Data Integrity Engine

3NF Normalized

VIEW CASE STUDY

PROJECT 01 / 04

// 02 TECHNICAL ARSENAL

CoreCompetencies&StackMatrix

Frontend & UI Engineering

Designing performant, high-frequency animated interfaces with modern web standards.

React

Next.js

Tailwind CSS

GSAP Animation

Responsive Design

Backend & Core Systems

Building scalable RESTful APIs, relational SQL schemas, and decoupled backend services.

Node.js

Express.js

PostgreSQL

REST APIs

System Architecture

Data Science & ML

Engineering predictive machine learning models and analyzing complex telemetry datasets.

Python

XGBoost

Predictive Modeling

Data Analysis

Scikit-Learn

// 03 ENGINEERING PROCESS

StructuredWorkflow&Execution

ARCHITECT & DISCOVER

Analyzing data requirements, mapping database schemas, and defining system performance goals.

BUILD & OPTIMIZE

Writing clean, modular full-stack code and optimizing ML algorithms for accuracy and scale.

INTEGRATE & DEPLOY

Crafting fluid UI animations, testing edge cases, and delivering production-ready applications.

// 04 ABOUT & PHILOSOPHY

EngineeringPrecision&SystemsPhilosophy

Durgesh KanzariyaData Scientist & Full-Stack Engineer

I am a Lead Systems Engineer and ML Architect specializing in high-frequency interactive UIs, predictive data pipelines, and scalable database architectures.

My work bridges mathematical machine learning algorithms with fluid 60fps web experiences — turning complex telemetry datasets into intuitive visual platforms.

High-Frequency Performance

Optimized canvas render loops, GPU shaders, and sub-45ms SQL query lookups.

Predictive Data Intelligence

Feature engineering and gradient boosted regressors tailored for real-world telemetry datasets.