Lisa Wang Email & Phone Number

California, United States

London, London, GB

London, London, GB

London, London, GB

Research in Efficient Machine Learning (model compression, quantization) to speed up computation and reduce energy consumption.

Palo Alto, California, US

Orbital Insight’s mission is to source, process, and analyze geospatial and make it actionable for businesses, governments, and NGOs. By applying machine learning and computer vision technologies, we build software that interprets data at petabyte scale to drive better business and policy decisions. - Designing and implementing scalable computer vision.

- Co-taught introductory data analysis course with Ethan Chan- Topics included: machine learning, data mining, data visualization, databases, common pitfalls, ethical issues- Gave lectures and prepared programming assignments to practice data analysis tools including Python with sklearn / numpy and SQL- Course website.

- Designed deep learning models with TensorFlow to perform deep knowledge tracing on student code submissions on code.org.- Explored machine learning techniques to create embeddings (high-dimensional vector representations) of code submissions.- Modeled a student’s knowledge as she solves exercises as a step towards better automated feedback and.

Course topics include machine learning, search, game playing, markov decision processes, constraint satisfaction, graphical models, logic.

Created a student-initiated course on Artificial Intelligence with my co-instructors Karen Wang and Mathieu Rolfo.Course Description: Artificial intelligence has entered nearly every facet of our society. This course intends to give students, particularly non-CS majors, a fundamental understanding of AI and its implications for art, ethics, philosophy, and.

Cupertino, California, US

- Developed a speaker identification system under real-time performance constraints.- Designed end-to-end deep learning models based on LSTM’s and Siamese Networks and experimented with different architectures.- Built proof-of-concept application with ROS (Robot Operating System) to test speaker identification system with real-time enrollment and.

Knoxville, TN, US

- Ran the Stanford Chapter (CA Gamma) of Tau Beta Pi, the national engineering honor society. - Led a team of 16 student officers who organize the initiation of new members, speaker panels, service events, K-12 and peer tutoring, social mixers and more.- Collaborated with the Stanford School of Engineering to communicate the interests of the student body.

Redmond, Washington, US

- Designed and implemented algorithmic improvements on automatic album creation for the Windows Photos App.- Initiated and led data collection effort for training machine learning algorithms and measuring results.- Collaborated with Microsoft Research to integrate a related AI research project into a customer-facing product.- Detected and fixed.

Stanford, CA, US

- Led weekly discussion sections for 12 students in CS106A and CS106B, the two introductory computer science courses at Stanford.- Explained programming concepts and guided students through the problem solving process.- Emphasized object-oriented programming and good programming style, e.g. code decomposition and abstraction.

Stanford, CA, US

- Designed six interdisciplinary programming problems for CS106B (Programming Abstractions).- Covered data structures (e.g. linked lists, graphs), algorithms and Big-O analysis.- Included topics such as robot localization, genetic algorithms, sentiment analysis and traffic optimization. - Created the code in C++, the student handout and the section leader.

Stuttgart, DE

- Edited and critiqued websites of Porsche dealerships with the goal to unify the web design across dealerships.- Analyzed 80 marketing agencies and evaluated their suitability for Porsche Cars Australia based on their portfolios.

Master’S Degree, Computer Science

Bachelor Of Science (B.S.), Computer Science