Son Hoang serves as a Senior Data Scientist at ThoughtTrace, where he leverages his expertise in pattern recognition and machine learning to drive innovative solutions in the Oil & Gas sector. With a strong foundation in critical thinking and probability theories, Son excels in transforming...
Son Hoang serves as a Senior Data Scientist at ThoughtTrace, where he leverages his expertise in pattern recognition and machine learning to drive innovative solutions in the Oil & Gas sector. With a strong foundation in critical thinking and probability theories, Son excels in transforming complex data into actionable insights, making him an invaluable asset to the team. His current role involves implementing proof-of-concept (POC) projects that utilize advanced deep learning models for various applications, including Optical Character Recognition (OCR) error correction and sentiment analysis.
Son's proficiency in tools such as TensorFlow, FastText, and Spacy allows him to develop sophisticated algorithms that enhance data processing capabilities. Notably, he has spearheaded initiatives to build multi-label provisions and sentence classification systems for Oil & Gas leases and agreements, employing techniques like Label Powerset and Support Vector Machines (SVM). His work in Named Entity Extraction, utilizing both rule-based and deep learning approaches with GATE, showcases his ability to navigate the complexities of legal and contractual documents, ensuring that critical information is accurately identified and categorized.
In addition to his technical skills in C++, SQL, and Apache Spark, Son's expertise in big data analytics and artificial intelligence positions him at the forefront of the industry. His commitment to continuous learning and application of cutting-edge algorithms enables ThoughtTrace to maintain its competitive edge in delivering intelligent document processing solutions. Through his contributions, Son not only enhances operational efficiency but also empowers organizations to make data-driven decisions that align with their strategic goals.
