Yinhao Deng

Data Engineer with 1 year industry experience, familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Data Science and Artificial Intelligence.

Jane Street Market Prediction Kaggle Competition | 2/2021 - 3/2021

• Silver medal winner, ranked in Global top 2% (71/4245) on the leaderboard.
• Tested multiple classification models such as Random Forest, Logistic and Gradient Boosting Machine, and performed hyper-parameter tuning to optimize the model predicting power.

Deep Survival Prediction for Colorectal Patients from Imaging and Non-imaging Data | 3/2020 - 6/2020

• Utilised deep learning 3D convolution Unet to predict colorectal cancer in a early stage, supervised by Professor Gustavo Carneiro from Australia Institute of Machine Learning
• Applied 3D Global-Context mechanism to the existing model and improve model performance by 10%

Assessing Food Quality Using Deep Learning | 8/2019 - 12/2019

• Predicted Intramuscular fat of lamb using Siamese Convolution Neural Networks, achieve 70% accuracy on test set
• Presented project at Ingenuity 2019, South Australia's biggest engineering, computer and mathematical science student EXPO at Adelaide Convention Centre
• Co-operated with Agricultural-Technique company MEQ, supervised by Professor Bradley Alexander from University of Adelaide

Telstra & Faculty of Engineering and Information Technology Innovation Challenge | 7/2021

• Worked in a team connect with Telstra and present solutions to support the AgriTech industry on the topic "giving vaccination to livestock"
• Received the 1st place with reward among 30 teams from the University of Melbourne

Adelaide Engage Work Experience Network | 7/2019

• Worked in a team on real life project identified by a non-profit organization: GP Partner Australia for 3 weeks
• Played the consultant role, conducted marketing analysis and engage with industry partners to deliver a business strategy of promoting 'Ask Katie' application
• Communicated with mentors and client to inform them our team's process regularly

• PTE English Test: Proficient level Listening 74, Reading 77, Speaking 79, Writing 74 (out of 90)
• AWS Cloud Practitioner Certificate, obtained in July 2021, ends in July 2024
• Deloitte STEM Connect Virtual Experience Program
• Database Administrator (ANZSCO Code 262111) skills assessed by Australia Computer Society
• EX Australia Computer Society Member, ended in April 2022

Madhumita Mazumdar

General Manager ICT at Journey Beyond

Contact details available on request

Cedric Hemmert

Director at Hoptech

Contact details available on request

Kaggle competition, Coursera/Udemy online courses, cryptocurrency, traveling, badminton, etc.