Wilka Carvalho
Research Fellow at Harvard University
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolWilka Carvalho is a Research Fellow at Harvard with 11 years of experience applying machine learning and reinforcement learning to real-world and scientific problems. Her work spans top research labs including DeepMind, Microsoft, IBM, and USC, where she has driven advances in generalization of RL agents, medical-signal prediction, and domain-adaptive time-series models that led to publications and a patent. She has a strong experimental and engineering background—building simulators and data pipelines in C++ and TensorFlow and improving algorithmic performance from prototype to production-grade accuracy. Trained in physics (B.S.), computer science (M.S.), and currently a PhD candidate in machine learning, she blends rigorous quantitative thinking with hands-on systems implementation. Beyond research, she mentors underrepresented youth and has communicated technical work to both academic and executive audiences. Motivated by building human-empowering AI, she focuses on methods that generalize robustly to new situations and measurably improve downstream impact.
11 years of coding experience
4 years of employment as a software developer
Master of Science (M.S.), Computer Science, Master of Science (M.S.), Computer Science at University of Southern CaliforniaDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at University of MichiganBachelor of Science (B.S.), Physics, Bachelor of Science (B.S.), Physics at Stony Brook University
Spanish
Github Skills (77)
computational-neuroscience10
python10
deep-learning10
machine-learning10
interaction10
neural-network9
science9
computational-science9
physics-engine9
tree-search9
data-science9
cognitive-science9
tensorflow9
neuroscience9
computer-vision8
Programming languages (6)
Github contributions (5)
wcarvalho/oo-model
Jan 2023 - Jan 2024
Contributions:1 review, 4 PRs, 65 pushes in 11 months
wcarvalho/jupyter_notebooks
Jun 2017 - Nov 2017
Contributions:13 commits, 12 pushes, 1 branch in 4 months
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