Senior Software Engineer at Petra DataScience

Built Machine Learning models and pipelines to predict mine processing outputs, improving operational forecasting. Developed robust code infrastructure and CI/CD pipelines to support ML application backends. Implemented scalable AWS serverless solutions using Python, Docker and AWS cloud services like Lambda, S3, Athena, DynamoDB and Step Functions.

Lead - Data Operations / Software Engineer at Plotlogic

Developed ETL data pipeline to generate and deliver value from raw data. Built data engineering processes to automate data flow using Python and tools like Docker, FastAPI, PostgreSQL, AWS Lambda, S3, ECS and EC2. Trained and fine-tuned ML classifiers to make better predictions. Generated valuable insights using Power BI and Grafana.

Software Engineer at The University of Queensland

Developed a dashboard application using Vue.js and Django for making predictions for ICUs. The dashboard was also deployed on UQ Cloud (Triton cloud). Used deep neural networks and ML algorithms coded using Tensorflow in Python.

Research & Teaching Assistant at The University of Queensland

Research Assistant working on Data Science projects. Creating computer vision and natural language processing models using Machine learning with Python and Tensorflow. Teaching Assistant for the course ‘Machine Learning (DATA7703)’ at University of Queensland.