Founder — Construction-Tech Risk-Flagging Startup
October 2025 – Present · Sydney, Australia
- Built Tenddr’s core product using Python, TypeScript, React.js, and Node.js
- Designed LLM-powered risk-flagging workflows that parse and classify tender documents
- Architected backend on Supabase and Render for scalable deployment
- Implemented document-processing pipelines and automated evaluation workflows
- Led product strategy, customer discovery, and early pilot rollouts
- Developed front-end UI for rapid document upload, review, and risk-analytics display
Founder Fellow — Startup Accelerator Fellowship Program
August 2025 – November 2025 · Sydney, Australia
- Selected into Startmate’s competitive founder fellowship program
- Validated problem-solution fit through customer interviews and rapid prototyping
- Refined Tenddr’s value proposition through structured founder sprints
- Received mentorship on early-stage fundraising, growth, and GTM
Insights Analytics Analyst — Major Australian Bank
November 2024 – November 2025 · Sydney, Australia
- Built operational metrics for 5+ Chief Business Units, tracking volumes, rework, and efficiency
- Automated workforce planning by predicting incoming volumes, saving 7–10 hours per week
- Developed rework and bottleneck metrics that improved internal workflow and customer experience
- Used LLMs for text-analysis to surface themes in escalation rejections
- Co-built a RAG-based AI agent for customer-feedback analysis (CBA GenAI Hackathon — Team Sentiment Maestro)
- Produced dashboards and reporting insights consumed by senior leadership across operations
Data Analyst — Financial Crime Analytics, Large Global Bank
November 2023 – November 2024 · Sydney, Australia
- Built and maintained 5+ fraud-detection dashboards using Python, Plotly, and Dash
- Delivered high-visibility risk and operations reports for the CRO
- Automated reporting workflows, saving 7+ hours weekly
- Supported Risk Management teams with financial-crime metrics and insights
- Developed SQL and ETL workflows to support data-quality and fraud-detection efforts
Data Analyst — Risk & Compliance, National Australian Bank
January 2023 – November 2023 · Sydney, Australia
- Built PowerBI dashboards to monitor KRIs used in executive-level operational risk reporting
- Supported quarterly FCS Fire Drill by coordinating across Analytics COE, Technology, and Risk teams
- Built R/Python automation scripts generating regulatory and management reports (PDF/Excel/Word/PPT), distributed via Outlook
- Automated manual workflows using Power Apps, including email reminders and SharePoint data capture
- Improved reporting accuracy and reduced manual workload across compliance teams