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Object DetectionMachine Learning Engineer (Freelancer.com in collaboration with NASA and LMI). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Engineering, Hasanuddin University (2021) and Master of Defense, Defense University (2025). AI-training focus includes data types such as Computer Code, Programming, and Image and labeling workflows including Evaluation, Rating, and Data Collection.
ImageClassificationObject DetectionAs a Researcher, you authored publications related to machine learning and object detection in maritime and defense contexts. You developed and communicated work involving CNN-LSTM modeling for imagery-based detection and classification tasks. The role required research skills, clear technical documentation, and proficiency with machine learning concepts and methods.
Designed and built a machine learning system intended to identify and predict known and unknown risks using historical project information. This work required preparing and interpreting labeled risk-related signals from past project data to support model categorization. The effort focused on using training data patterns to enable automated risk identification for new projects. • Risk categorization and identification from past projects • Predicting potential risks (known and unknown) for new projects • Using historical data as model inputs • Building and validating a machine learning system for forecasting
Data CollectionSupported project scoping and management activities for shipbuilding initiatives through collaboration with the PPC department manager and senior engineers. While not explicitly described as dataset labeling, the role involved coordinating large, complex project deliverables that would typically require structured information handling and preparation. The experience contributed to organizing project plans and requirements that could inform downstream data and modeling work. • Coordinated with a department manager to create a shipbuilding project plan • Managed large, complex project activities with a senior engineer • Supported corporate client deliverables for shipbuilding • Helped translate project requirements into execution planning
Master of Defense, Sensing Technology
Bachelor of Engineering, Marine Engineering
Machine Learning Researcher
Machine Learning Engineer
