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July 2024 - Present
Machine Learning Engineer
Live Data Technologies
Los Angeles, CA
At Live Data Technologies, I developed a time-series neural network integrating Transformer, LSTM, and attention mechanisms to predict job tenure with a 10% accuracy improvement. I spearheaded the enrichment of 80 million records using APIs like HERE Maps and OpenAI, standardizing location, education, and industry data to improve downstream model performance. Additionally, I designed and implemented Chat LDT, a transformer-based query system leveraging Chain of Thought (COT) reasoning, achieving 95% accuracy in converting user inputs into actionable schema terms.
Oct 2023 - Present
Machine Learning Engineer
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Sep 2021 - Oct 2023
Machine Learning Research Manager
Uniquify, Inc
San Jose, CA
As a Machine Learning Research Manager at Uniquify, Inc, I led a team of engineers to implement cutting-edge machine learning solutions, including CI/CD pipelines, and migrate legacy systems to modern Python-based architectures. These efforts significantly improved automation, model accuracy, and operational efficiency, directly driving business outcomes and aligning with strategic goals.
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Oct 2018 - Sep 2021
Machine Learning Research Engineer
Uniquify, Inc
San Jose, CA
During my time as a Machine Learning Research Engineer at Uniquify, Inc, I developed and optimized deep learning models for applications such as object detection and facial recognition, achieving significant advancements in accuracy and performance. I also spearheaded efforts in database creation and fine-tuning, including building a robust celebrity recognition database of over 10,000 entries, while collaborating with cross-functional teams to integrate scalable machine learning solutions into production.
Oct 2018 - Sep 2021
Machine Learning Research Engineer
about me
I am a Data Scientist with a Master's Degree in Information and Data Science from the University of California, Berkeley. My professional experience includes working as a Machine Learning Engineer, specializing in building and deploying advanced machine learning models to solve real-world problems
I have experience in neural networks, statistical data analysis, and cloud computing, and I have developed advanced machine learning models that drive decision-making and operational efficiencies. My academic and professional journey is driven by a strong commitment to applying technology to solve real-world problems and foster innovation within the field.
phone
310-413-2539
