Sydney, NSW · Available for hire

UMANG KOCHAR

Vice-Chancellor's Scholar · Full Working Rights · Sydney, NSW · Open to relocation
4+ years building
WCAG 2.1 certified
VC Scholar · MQ
40% faster deployments
40%User engagement boost
25%Faster release cycles
30%Load time reduction
95%WCAG accessibility score
620+Data variables processed
80%Dev time saved
20%Mobile retention boost
50+Countries represented
50+UI components built
$50K+Cyber fraud prevented
40%User engagement boost
25%Faster release cycles
30%Load time reduction
95%WCAG accessibility score
620+Data variables processed
80%Dev time saved
20%Mobile retention boost
50+Countries represented
50+UI components built
$50K+Cyber fraud prevented
About

The person behind the work.

Umang Kochar
Sydney · 2026

I'm a Sydney-based Frontend Software Engineer with 4+ years building high-performance web applications across AI platforms, cloud kitchens, and university EdTech. I specialise in React, Angular, and Next.js — with a sharp focus on accessibility-first UI/UX and data visualisation that turns complex datasets into dashboards people actually use.

Currently completing an MSc in Data Scienceat Macquarie University on a Vice-Chancellor's Scholarship, I bring the rare combination of engineering precision and data science insight to every product I touch — from semantic HTML to machine learning pipelines.

Looking for a frontend, full-stack, or UI engineering role in Sydney where I can own the experience layer and make data beautiful.

RoleFrontend Engineer · Full-Stack Developer · UI/UX
Experience4+ years · AI Platforms · EdTech · CyberSec
EducationMSc Data Science · MQ · GPA 7.1 · VC Scholar
StackReact · Angular · Next.js · TypeScript · Node.js
LocationSydney, NSW
StatusFull Working Rights · Actively seeking
— measured outcomesreal numbers · real products · real users
0%
User engagement boost
AI workflow platform · Inovus Labs
0%
Faster release cycles
CI/CD · Docker · GitHub Actions
0%
Load time reduction
Next.js · Webpack optimisation · Swyvt
0%
Accessibility score
WCAG 2.1 implementation across platforms
0%
Dev time saved
50+ component library · CSS Grid · Angular
0+
Data variables processed
Angular enterprise dashboard · MQ internship
03 · active.processes

Things I've built.

USER PID %CPU %MEM COMMAND umang ★001 97.4 8.2 /bin/projects --stack=react,angular,nextjs --count=8 --sort=impact
Professional · Inovus Labs · Jan 2024 – Present
ReactTypeScriptTailwind CSS

AI Workflow Automation Platform

Full-stack engineering on a scalable AI-driven workflow automation SaaS. Built micro frontend architecture in React + TypeScript with Tailwind CSS, automated CI/CD with Docker and GitHub Actions, and integrated RESTful APIs with Redux state management.

40%
user engagement boost
VIEW CASE STUDY →
Internship · Macquarie University · Apr 2024 – Present
Angular 16+TypeScriptD3.js

Angular Enterprise Energy Dashboard

Built an interactive data visualisation platform in Angular 16+ for university-wide energy consumption analysis across 3 departments. Processed 620+ variables into performant, accessible dashboards that cut manual reporting time by 40%.

620+
energy variables processed
VIEW CASE STUDY →
Personal project · Sep 2021 – Dec 2021
AngularTypeScriptSASS

Smart UI Component Library

Built a 50+ element Angular component library with a facial recognition UI module. Achieved 95% facial recognition accuracy and cut future development time by 80% through fully reusable, WCAG-compliant components with SASS, CSS Grid, and keyboard navigation.

80%
dev time reduction
VIEW CASE STUDY →
Personal project · live
ReactFastAPIPython

ApplyMate.AU

Full-stack job application tracker I built during my own AU job hunt. React frontend with Kanban pipeline view, FastAPI backend pulling listings from public AU boards, deterministic Python scoring, and Claude Sonnet for on-demand cover-letter generation.

full-stack
project · public repo
VIEW CASE STUDY →
Personal project · public tool
JavaScriptD3.jsCanvas

Interactive Mindmap Profiler

Resume-to-mindmap web tool: paste structured JSON or fill a guided form and get an interactive D3.js mindmap with drag-drop, zoom, and PNG/SVG export. A flat PDF buries structure — this surfaces it.

0
dependencies · drop-in
VIEW CASE STUDY →
Open-source library
JavaScriptSVG

jSontoMindmap

Zero-dependency JavaScript library that turns nested JSON into an interactive SVG mindmap with Bezier-curve edges and context menus. One function call — pass JSON, get a mounted SVG. No build step.

0 deps
library · drop-in
VIEW CASE STUDY →
Learning project · reference repo
KafkaDockerPython

Kafka Streaming Pipeline

End-to-end streaming stack: Kafka broker, Dockerised Python producer/consumer, Kubernetes manifests, schema validation with dead-letter routing, and a Streamlit monitoring dashboard. One-command spin-up via Docker Compose.

1-cmd
spin-up · public repo
VIEW CASE STUDY →
Personal research · published Mar 2026
PythonpandasSQL

Job Market Analysis — 1,047 Applications

Self-generated dataset of 1,047 AU job applications. Logged source, response time, recruiter behaviour and outcome for every application; ran the analysis in Python, published the findings. Write-up reached 55K+ views on LinkedIn.

55K+
LinkedIn views
VIEW CASE STUDY →
Experience

Where I've shipped things.

Full-Stack DeveloperCurrent
Inovus Labs · Sydney, NSW
Jan 2024 – Present · Part-time · AI Workflow Automation Platform
ReactTypeScriptTailwind CSSReduxWebpackDockerGitHub ActionsREST API
  • Built and maintained frontend features for a scalable AI-driven workflow automation platform using React, TypeScript, and Tailwind CSS — contributing to a 40% boost in user engagement
  • Designed modular, reusable UI components aligned with Material Design principles, integrated into micro frontends for rapid feature rollout
  • Implemented accessibility-first development (WCAG 2.1) and conducted audits across devices and user profiles
  • Optimised build pipelines (Webpack, Gulp) and automated deployment with GitHub Actions and Docker — reducing release cycles by 25%
  • Integrated RESTful APIs with Redux/Context API state management, ensuring consistent and secure data flow across the platform
  • Participated in Agile sprints, code reviews, and pair programming to maintain high code quality
Data Science InternCurrent
Macquarie University · Centre of Applied AI
Apr 2024 – Present · Sydney, Australia · EdTech / Not-for-Profit
Angular 16+TypeScriptD3.jsREST APIsWCAG 2.1Webpack
Frontend Developer
Swyvt Technologies
Jan 2023 – Jun 2023 · Cloud Kitchen Platform
ReactJSNextJSSASS/LESSNPMWebpackWCAG 2.1
Cybersecurity Analyst
HackersEra University
Jan 2020 – Jun 2022 · Security Research & Analysis
CEH v2Penetration TestingWiresharkSplunkPythonPower BI
Master of Data Science
Macquarie University
2023 – 2025 · GPA 7.1 / 10 · Vice-Chancellor's Scholarship Award
MLStatistical InferenceBig DataDatabricksSparkLLM ApplicationsAngularFastAPI
05 · skill.constellation

The skill map.

Frontend
React 18Angular 16+Next.js 14Vue.jsTypeScriptJavaScript ES6+HTML5CSS3
UI/UX & Design
WCAG 2.1StorybookFigmaResponsive DesignMaterial DesignSASS/LESSCSS GridTailwind CSS
Data Visualisation
D3.jsChart.jsRechartsPower BIAngular ChartsInteractive DashboardsData-driven UI
Backend & APIs
Node.jsPythonFastAPIREST APIsGraphQLWebSocketJSON/XMLReduxContext API
DevOps & Testing
WebpackViteDockerGitHub ActionsCI/CDJestCypressGitNPM / Yarn

▸ Top endorsed: React · Angular · TypeScript · Next.js · WCAG 2.1 · D3.js

hot_takes.sh

Opinions that will
start arguments.

Click AGREE or DISAGREE. Votes are local — just for fun. Tag me on LinkedIn if you want to argue.

01

Most 'data-driven' decisions are gut feelings with a chart on top.

The chart was built after the decision was already made.

02

Your data governance framework is a PDF nobody reads.

Governance that lives in a shared drive is not governance. It's documentation.

03

The most dangerous dashboard is the one everyone trusts but shouldn't.

A wrong dashboard people distrust costs debates. A wrong one they trust costs decisions.

04

Data quality is a business process problem. Not a data team problem.

85% of the DQ issues I've fixed were caused upstream by a manual process, not bad code.

05

Data literacy training doesn't work. Painful consequences do.

People learn data quality when a wrong number reaches the CEO. Not from a workshop.

Votes reset on reload · Share your disagreements: linkedin.com/in/umangk01

07 · data.feed

Recent writing.

55K+ viewsCareer

I Applied to 1,047 Jobs. Here's the Data That Changed Everything.

The data-driven breakdown of my job search that went viral. What recruiters really look for — and what's killing your application before anyone reads it.

Mar 2026 · 12 min read
Data Governance

Nobody Told Me This About Data Governance (Until It Was Too Late)

Every data governance framework I've seen fail failed for the same reason — and it has nothing to do with tools, technology, or budget.

Jun 2026 · 8 min read
Career

I Modelled My Career as a Star Schema. Here's What It Revealed.

A data modeller who can't model their own career is a cobbler with no shoes. So I tried. The results were uncomfortable.

Jun 2026 · 7 min read
Data Governance

I Asked 50 Analysts What 'Data Governance' Means. I Got 47 Different Answers.

The term is everywhere. The definition is nowhere. This is a problem — and it's costing teams real money.

Jun 2026 · 6 min read
Power BI

The Most Dangerous Dashboard Is the One Everyone Trusts But Shouldn't.

A wrong dashboard that people distrust costs you debates. A wrong dashboard that people trust costs you decisions.

May 2026 · 7 min read
Bus. Analysis

I Write a Business Case for Every Data Project. Even the Small Ones.

Most data projects fail not because the analyst was wrong, but because nobody agreed on what success looked like before it started.

May 2026 · 5 min read
Data Governance

The 5-Minute Data Quality Check I Run on Every New Dataset

You don't need a full DQ framework to catch 80% of problems. You need five questions and fifteen minutes.

Apr 2026 · 6 min read
Data Governance

Your Data Catalogue Isn't a Catalogue. It's a Graveyard.

Every org I've joined had a data catalogue. None of them had one anyone actually used. Here's the pattern — and the fix.

Apr 2026 · 6 min read
Power BI

Your Power BI Dashboard Is Lying to Your CEO. Here's the Proof.

After auditing 50+ enterprise dashboards, I found the same 5 critical errors everywhere. Any one of them can cost you six figures in bad decisions.

Feb 2026 · 7 min read
06.5 · business.case

A business case for
hiring me.

I'm an engineer. I like structured arguments. So here's mine.

FIELDVALUE
Problem statement
Your UI is inconsistent, your frontend is slow, and your dashboards look like they were built in 2018. Users are bouncing, and your data team can't get engineers to care about the viz layer.
Proposed solution
Hire a frontend engineer with a data science brain — someone who builds accessible, high-performance UIs in React and Angular and knows how to visualise complex data in ways that drive decisions.
Success criteria
Load time ↓ 30%+ · Accessibility ≥ WCAG 2.1 AA · Component library adopted across teams · Dashboards built end-to-end without throwing data over a wall.
Evidence of fit
Inovus Labs: 40% user engagement boost. Swyvt: 30% faster load times, 20% mobile retention improvement. MQ internship: 40% reporting reduction, 620+ variables in one performant dashboard.
Risk of not acting
You keep shipping UI that users tolerate instead of love. Every inaccessible page is a legal risk. Every slow dashboard is a decision delayed.
$ availability --check
Working rights Full · No sponsorship needed
Availability Immediately available
Location Sydney, NSW
Relocation Open (nationally)
Notice period None
Schedule a CallCalendly ↗

No accessibility audits were skipped in the making of this business case.

08 · initiate.connection

Let's talk.

> Ready to collaborate?
> Send a transmission below.
Currently in Sydney, NSW · Full Working Rights