Kanishq Reddy
Business Analytics graduate (Macquarie University) with 2+ years building Python pipelines, Power BI dashboards, and ML models that turn operational data into real decisions.
A bit about me
Background, interests, and what I'm looking for.
I'm Banda Kanishq Reddy — a Data & Analytics professional based in North Ryde, Sydney, recently completed my Master of Business Analytics at Macquarie University, Sydney.
I build things end-to-end: Python ETL pipelines, real-time Power BI and Tableau dashboards, ML models, and automation scripts that actually reduce manual work — not just prototypes.
I'm currently open to roles in data analytics, business intelligence, and ML engineering — remote or hybrid globally.
Beyond work, I run two live projects:
kanishqreddy.space — personal portfolio with a live AI chatbot, Streamlit analytics dashboard, and a full-stack Next.js app with authentication and payments.
kansum.online — a cyberpunk experimental lab featuring a live NSE stock forecast engine, GitHub Actions pipelines, and custom interactive UI built from scratch.
Work history
Professional roles across analytics, automation, and engineering.
Present
- Diagnose and resolve issues beyond Level 1 scope, including network fault-finding and advanced OS/application errors.
- Manage and maintain Microsoft 365 tenants, Active Directory, cloud environments, and endpoint devices.
Feb 2025
- Automated 10+ recurring server/infrastructure reports using Python and SQL — eliminating manual effort and delivering near real-time insights.
- Designed and deployed 5+ interactive Power BI dashboards for server performance, uptime, and SLA compliance pulling live data from PostgreSQL and SQL Server.
- 25% faster reporting turnaround — re-engineered ETL pipelines with standardised data validation across heterogeneous log sources.
Jun 2023
- Analysed millions of infrastructure and cloud metric records across SQL Server and MySQL — recommendations directly reduced operational costs and optimised resource allocation.
- Built and maintained 10 Tableau dashboards using complex SQL joins, providing senior leadership with actionable uptime and SLA insights.
- 25% accuracy improvement — developed 15+ Python preprocessing scripts with SQL validation and Unix shell integration.
- Partnered with 4+ cross-functional teams to translate business needs into quantitative models and SQL queries.
Jul 2022
- 40% reduction in manual effort — automated 50+ HR and payroll test cases using Python and Selenium with SQL validation steps.
- Converted 30+ manual workflows into reusable automated test suites using Unix shell scripts and Oracle/SQL Server database queries.
- Built 10+ Python utility scripts for data entry, validation, and regression testing; documented 100+ edge cases.
Jul 2019
- Conducted 10+ ML experiments applying supervised and unsupervised algorithms (classification, clustering, regression) on datasets exceeding 100k records.
- Designed rigorous Python and SQL data pipelines to ensure reproducibility across research projects.
Selected work
Personal, academic, and freelance projects showcasing end-to-end build capability.
Technical toolkit
Languages, platforms, and methods I use day-to-day.
Academic background
Degrees and certifications.
Interactive demos
Live builds you can explore right here.
Get in touch
Open to analytics, BI, and data engineering roles — remote, hybrid, or on-site.