Timothy Machine Learning Engineer
2 weeks ago
With extensive experience leading the ML division, excelled in developing a reinforcement learning model that revolutionized financial planning efficiency and managed complex data collection and cloud infrastructure.
Previous experience involved training CNN models and applying dimensionality reduction techniques to image datasets.
Proficient in Python, Java, and various ML libraries and tools, combining technical expertise with leadership skills, demonstrated through innovative projects.
Skills AI Consultant, AI Research Scientist, Computer Vision Engineer, Machine Learning Engineer Education March 2021 - Present Master of Machine Learning and Computer Vision at The Australian National University March 2016 - Nov 2018 Bachelor of Computer Science at Swinburne University of Technology Experience July 2019 - May 2024 Machine Learning Engineer at Milk Chocolate– Lead the ML division of our business for the last 5 years– Trained and mentored junior ML engineers– End-to-end development of a reinforcement learning model that generates financial plans for our clients– Developed a custom RL environment that captures all of the logic related to property portfolios– Developed a custom RL model to handle invariable actions– Implemented successful reward, observation shaping– Deployed model to web application, allowing for a manual mode, an automated mode, and a hybrid mode– Final result outperforms manual portfolio produced by our economist and reduced time from 2 days to 1 minute– Implemented scrapers/parsers to collect data for our business, often which exploit complex Javascript-based functionality– Built and oversaw our databases and cloud infrastructure Jan 2019 - May 2019 Machine Learning Fellow at Fellowship AI– Trained headless CNN models on Celeb A dataset of images– Used dimensionality reduction methods PCA, UMAP, ICA, t-SNE to project image clusters in a two-dimensional plane– Developed a metric to identify image type given a set of images
#J-18808-Ljbffr
-
Timothy Machine Learning Engineer
2 days ago
Melbourne, Victoria, Australia AI Talent pty Full timeA seasoned Machine Learning Engineer with a strong academic background, holding a Master's in Machine Learning and Computer Vision and a Bachelor's in Computer Science. With extensive experience leading the ML division, excelled in developing a reinforcement learning model that revolutionized financial planning efficiency and managed complex data collection...
-
Timothy Machine Learning Engineer
2 days ago
Melbourne, Victoria, Australia Ai Talent Pty Full timeA seasoned Machine Learning Engineer with a strong academic background, holding a Master's in Machine Learning and Computer Vision and a Bachelor's in Computer Science.With extensive experience leading the ML division, excelled in developing a reinforcement learning model that revolutionized financial planning efficiency and managed complex data collection...
-
Machine Learning Engineer
2 weeks ago
Melbourne, Victoria, Australia Waterworth Full timeWho We Are: Muniworth is an innovative Saa S startup dedicated to municipal financial forecasting, empowering local governments to optimize budgeting and strategic financial planning.We are currently building an advanced Machine Learning and AI team to develop internal tooling, enhance our web applications, and create customized solutions for our municipal...
-
Machine Learning Engineer
2 days ago
Melbourne, Victoria, Australia Waterworth Full timeWho We Are: Muniworth is an innovative Saa S startup dedicated to municipal financial forecasting, empowering local governments to optimize budgeting and strategic financial planning.We are currently building an advanced Machine Learning and AI team to develop internal tooling, enhance our web applications, and create customized solutions for our municipal...
-
Machine Learning Engineer
12 hours ago
Melbourne, Victoria, Australia beBeeArtificialIntelligence Full time $130,000 - $180,000AI Developer OpportunityWe are seeking an experienced AI developer to lead the design and implementation of intelligent document processing solutions. This is a contract role that requires hands-on expertise in building machine learning pipelines, applying large language models, and deploying solutions on cloud platforms.The ideal candidate will have strong...
-
Senior Machine Learning Engineer
8 hours ago
Melbourne, Victoria, Australia Equifax Full time $120,000 - $140,000 per yearWhat you'll doBuild and maintain robust ML pipelines for model training, deployment, and monitoring.Collaborate with data scientists and stakeholders to understand business problems and translate them into machine learning solutions.Ensure data quality and pre-process complex datasets for model consumption, including feature engineering and selection.Stay...
-
Senior Machine Learning Engineer
2 days ago
Melbourne, Victoria, Australia Block, Inc. Full timeBlock is one company built from many blocks, all united by the same purpose of economic empowerment.The blocks that form our foundational teams — People, Finance, Counsel, Hardware, Information Security, Platform Infrastructure Engineering, and more — provide support and guidance at the corporate level.They work across business groups and around the...
-
Machine Learning Engineer
3 weeks ago
Melbourne, Victoria, Australia Buscojobs Full timeNuage has partnered with an Australian-owned payments platform that's on the hunt for another Senior Machine Learning Engineer to join its growing team.They are currently looking for proven ML Engineers with enterprise implementation experience.This is a large-scale project focusing on implementing ML across various sides of this global event-driven...
-
Senior Machine Learning Engineer
2 days ago
Melbourne, Victoria, Australia Block Full timeJoin to apply for the Senior Machine Learning Engineer role at BlockJoin to apply for the Senior Machine Learning Engineer role at BlockGet AI-powered advice on this job and more exclusive features.Block is one company built from many blocks, all united by the same purpose of economic empowerment. The blocks that form our foundational teams — People,...
-
Senior Machine Learning Operations Engineer
3 weeks ago
Melbourne, Victoria, Australia Easygo Full timeSenior Machine Learning Operations EngineerPassionate about building and deploying Machine Learning pipelines at scale to drive business value? Join our growing Data Science Team as our first Senior Machine Learning Operations (MLOps) EngineerWhat's in it for you?As a Senior MLOps Engineer, you will work within our collaborative Data Science team to help...
