Experience

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  Kumon

  Jan 2010 - Oct 2015

  Math and english tutor

  - Communicating with clients (Kumon Parents) solving their problems and answering queries- Performing data entry both paper based and computer based- Organising documents, filing and managing archives- Handling phone calls and Instructing new recruits

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  Tna - packaging solutions

  Feb 2013 - Jul 2013

  Front desk administrator

  - Answer telephones and transfer to appropriate staff member- Meet and greet clients and visitors.- Create and modify documents and charts using Microsoft Office and excel- Perform general clerical duties to include but not limited to: photocopying, faxing, mailing, and filing.- Maintain hard copy and electronic filing system.- Sign for and distribute UPS/Fed Ex/Airborne packages.- Research, price, and purchase office furniture and supplies. Coordinate and maintain records for staff office space, phones, parking, company credit cards and office keys. - Setup and coordinate meetings and conferences.- Maintain and distribute staff weekly Pays. Show less

• 

  Cpd institute of australia

  Jul 2016 - Jan 2017

  Course coordinator
• 

  Australian taxation office

  Feb 2017 - now

  - Creating pipelines for data pre-processing, training, inference, and model deployment- Developing deep learning models on the cloud and comparing to in-house platforms- Testing the limitations of cloud machines via performance testing- Assessing the suitability and scalability of ML algorithms using cloud techniques- Providing evidence-based recommendations on using certain cloud architectures- Supplying the team with public datasets that closely represents the structure of internal ATO data for model building on the cloud- Developing cloud agnostic scripts that are not bound to a single platform - Providing demonstrations of cloud systems used for deployment to a wide range of audiences. - Building Machine Learning and Deep Learning models in AWS such as BERT- Use sagemaker to schedule docker runs - Running training instances to create models to be used as endpoints Show less - Produced supervised and unsupervised machine learning models - Created end-to-end model execution pipelines and preformed data migration- Consulted with stakeholders to create data solutions- Setup virtual environments and deployment pipelines for projects - Mentored and trained new staff and provided knowledge transfers- Presented and explained complex data science artifacts to stakeholders- Technologies used: CentOS, Ubuntu, HDFS, Python, Keras, TensorFlow, PyTesseract, LSTMs, CNNsNotable achievements: Developed predictive risk models for text classification, created image classification models for OCR, Administrator of GPU server Show less - Performed complex data analysis using R and Teradata. - Built and maintained models using R and make files using OA batch processing methods - Worked on Share and Units project to analyse business problems with owner on issues and outcomes and provided analytical solutions - Created analytical models and dashboardsNotable achievements: Worked with the Panama Papers data to identify fraud and presented findings. Created pre-issue models, created models to find compliance issues in trust income tax return. Show less

  • Smarter data lead - Data Acquisition, Prefill and Sharing

    Jul 2021 - now

  • Data Scientist & Engineer - Cloud computing

    Aug 2020 - Jul 2021

  • Data Scientist & Engineer - Artifical Intelligence & Automation

    Dec 2018 - Aug 2020

  • Data Analyst - Fraud Prevention & Investigations

    Sept 2018 - Nov 2018

  • Data Engineer - Research & Development Lab

    Feb 2018 - Sept 2018

  • Graduate Data Analyst

    Feb 2017 - Feb 2018