Hire Remote Senior
Data Science Developers
in Taiwan

A Data Scientist with three years of experience developing and managing data science projects, specializing in natural language processing, machine learning, and backend engineering. Proven ability in model building and data analysis, with demonstrated success in developing data-driven solutions to complex business problems.

Data ScienceNLPAIMachine LearningDeep LearningMachine Learning DeploymentLLMData AnalysisPythonDockerMicroservicesAWSFastapiMLOpsClusteringNeural NetworksXGBoostLoraAWS SageMakerRoBERTaGPT-4ConsultingRecommender SystemsInformation Retrieval

I am Eric Tsou, currently serving as the Principal Data Scientist at Beagle Technology Inc., where I lead the development of internal AI and machine learning projects. I optimized the company's YOLOv4-based models by combining scene segmentation and object detection, and integrated these with a mechanical control framework to enhance agricultural harvesting efficiency. In terms of ML infrastructure, I streamlined the labeling process using large models, reducing the model iteration time by 80%. During my tenure as the Data Team Lead at Vinnovation Network, I helped the company establish automated data infrastructure and developed a recommendation system. This not only introduced a data-driven culture to the company but also increased the platform's conversion rate by 150%.

Data ScienceMachine LearningNLPAIDeep LearningAI/MLComputer VisionPythonTensorFlowPyTorchAWSHuggingfaceLVMMLOpsONNXRecommender Systems

I am a highly skilled and accomplished data scientist with expertise in deep learning and computer vision. I hold a Ph.D. in Mechanical Engineering from National Cheng Kung University, Taiwan, where my research focused on skin feature point tracking using deep feature encodings. In addition, I hold a Master of Science and a Bachelor of Science, both in Mechanical Engineering, from Kun Shan University, Taiwan. I have extensive experience in leading and executing data science projects for various industries such as agriculture, mining, and aquaculture. As a lead data scientist at Altum Lab in Santiago, Chile, I am responsible for ensuring the quality and integrity of data science projects, as well as experimenting with new deep learning models and techniques. Moreover, I have led research groups and developed deep learning models to distinguish between the metabolic processes of diseases such as Dementia with Lewy Bodies and Cognitively Normal subjects. My achievements include creating saliency maps for interpreting and explaining the decision process of deep neural networks and developing deep convolutional neural networks for classifying neuroimaging data from Mild Cognitive Impaired subjects. I have also presented research papers in various international conferences and co-authored papers that have been published in peer-reviewed journals. Overall, I am a creative problem solver with strong analytical and technical skills, capable of delivering high-quality results in fast-paced environments.

Data ScienceAIMachine LearningNLPDeep LearningPythonTensorFlowComputer VisionKeras