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Resume

Experience, technical skills, research, and credentials for software engineering, data science, research scientist, and machine learning engineering roles.

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Huang Lin

Machine Learning Engineer & Researcher

Based in the San Francisco Bay Area.

Experience with data pipelines, machine learning models, software tools, and LLM evaluation workflows.

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Core Skills

Python SQL MATLAB PyTorch TensorFlow scikit-learn Data Pipelines Feature Engineering Model Training Evaluation Optimization Time-Series Modeling Signal Processing LLM-Based Workflows

Experience Snapshot

Full experience

Machine Learning Engineer (Contract), Mercor

LLM workflow pipelines, evaluation frameworks, benchmarking, and failure analysis.

Machine Learning Engineer Intern, Ericsson

Signal-data pipelines, fingerprint matching, ML model training, and evaluation tooling.

Certificates

Selected certificates in machine learning, deep learning, data science, NLP, computer vision, and generative AI.

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Machine Learning Deep Learning NLP IBM Data Science Generative AI Diffusion Models Computer Vision Industrial Inspection Fundamentals of Deep Learning