Esha Singh has extensive experience in research and software engineering, with a focus on deep learning, natural language understanding, and machine learning algorithms. Esha's notable roles include a Student Intern at Ericsson, directed research at the University of Minnesota's Interactive Robotics and Vision Lab, and multiple Graduate Research Assistant positions in various labs. Projects include developing AI conversational agents and optimization methods for neural networks. Esha has also contributed as a Machine Learning Engineer at Armorblox, improving phishing detection algorithms, and has interned at organizations like Amazon and Cerebras Systems. Esha holds a Bachelor’s Degree in Electronics and Communications Engineering from the Birla Institute of Technology and Science, a Master's Degree in Computer Science from the University of Minnesota, and is currently pursuing a PhD in Computer Science at UC San Diego.
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