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Clara Xiao
Mathematician and computer scientist
I specialize in developing mathematical models and computational tools to solve complex problems in data science and artificial intelligence.
Data Science at QuantumCompute Labs
Designed and implemented machine learning models to optimize quantum circuit simulations, reducing computation time by 30%. Conducted statistical analyses on experimental data, improving model performance accuracy by 15%.
Software Engineering Intern at NeuralSys AI
Built and deployed a real-time anomaly detection system for IoT devices using unsupervised learning techniques.
Research Assistant in Computational Mathematics at Horizon Research Institute
Developed mathematical models and algorithms to solve problems in optimization and graph theory.
Leadership Fellow at Catalyst Leadership Academy
Designed a path optimization algorithm for delivery fleets using graph theory and heuristic methods. Decreased average route times by 20% in simulations.
Hackathon project at MIT iQuHACK.
Led the development of a neural network simulator using Python and PyTorch to model neuron interactions in artificial brains.
President at STEM Math Society
Led initiatives to promote advanced mathematics and its applications in computer science. Organized workshops on topics such as graph theory, combinatorics, and numerical methods.
Co-Founder at Women in AI and Robotics
Co-founded a community for women interested in AI and robotics, hosting speaker events and mentorship programs with industry leaders.
Treasurer, Algorithmic Problem Solving Club
Managed a $15,000 annual budget to fund competitive programming events and hackathons. Supported the organization of a regional ACM ICPC (International Collegiate Programming Contest) qualifier.
Deep Learning Specialization from Coursera
Mastered neural networks, convolutional networks, and sequence models. Completed projects on image recognition and NLP.
Certified TensorFlow Developer
Proficient in building scalable machine learning models using TensorFlow, including image classification and time-series forecasting.
BS, Mathematics and Computer Science at University of California, Berkeley