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Erica Lee
VP, Machine Learning at Upwork
Erica Lee is the Vice President for Machine Learning at Upwork, a premier global talent marketplace, with a background spanning leadership roles in prominent tech companies.
She has a rich history in the tech industry, having served as the Director of ML & Software Engineering at Zillow, where she oversaw pioneering machine learning products such as Zestimate.
Erica's professional journey includes stints at Apple AI, Morgan Stanley, and a research role at Harvard. She is a distinguished alumna of Yale and MIT.
Beyond her corporate achievements, Erica is the founder of WomenOfAI.org, a nonprofit focused on empowering women working in AI with complimentary AI resources.
She is a sought-after international speaker who has graced prestigious events such as Grace Hopper and has spoken at renowned institutions like Harvard and Stanford.
Erica's technical expertise spans various areas within AI and machine learning, including deep learning, data science, computer vision, and ML infrastructure tools like SageMaker and Airflow.
In addition to her tech prowess, Erica excels in leadership roles, demonstrating strengths in vision, product strategy, mentoring, and managing distributed teams.
Her diverse skill set encompasses specialties in software development, AI bias, data annotation, big data, cloud technologies, and more, with a keen focus on operational excellence.
She is well-versed in a multitude of programming languages like Python, R, SQL, and Java, and brings a wealth of experience in areas like marketplace dynamics, fraud prevention, diversity, and equity.
Erica's educational background includes studies at prestigious institutions like Google Cloud AI, Singularity University, MIT, Yale, and Johns Hopkins University.
Throughout her career, Erica has held key leadership positions, including her current role at Upwork, where she continues to drive innovation in the field of machine learning.