Peter Crocker's Location
San Francisco, California, United States, United States
Peter Crocker's Contact Details
Peter Crocker work email
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- Valid
Peter Crocker personal email
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About Peter Crocker
Peter Crocker is a Co-Founder and CTO @ Aidy (YC W24) at Aidy.
Peter Crocker Work Experience Details
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Co-Founder And CtoAidy Jan 2024 - Present -
Data Scientist (Neuroscience)Confidential Aug 2021 - Jan 2024- Extended Variational Auto Encoders for use in unsupervised clustering of multimodal datasets- Incorporated Distribution-Free, Risk-Controlling Prediction Sets into Cluster Assignment Hardening to provide rigorous confidence bounds around uncertain cluster assignments- Introduced knowledge-driven cluster seeding to guide unsupervised clustering algorithms
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Machine Learning Engineer (Oncology)Confidential Jan 2021 - Jan 2024- Implemented graph, meta learning, and transfer learning models to approach high-feature, low-sample datasets using Pytorch, Tensorflow, Pandas, Numpy, and Deep Graph Library- Packaged, tested, and deployed models using GitHub, AWS, and Sagemaker under an SKLearn style framework- Analyzed model performance against internal metrics using the Seaborn and Altair data visualization packages for Python
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Machine Learning InternCadence Design Systems Jun 2020 - Jan 2021San Jose, California, Us- Development and Integrated Graph Neural Network based classification and placement algorithms in a Reinforcement Learning framework- Built and Trained GPU accelerated Graphical Neural Networks on Amazon Sagemaker using Deep Graph Library- Achieved state of the art graph classification results on proprietary metrics -
Modeling For Machine LearningMassachusetts Institute Of Technology Jan 2020 - May 2020Cambridge, Ma, UsMIT Course in Machine Learning Applications- Designed and Implemented algorithms to model Bike-Share Network evolution as Natural Language- Developed network "Sentences": encoded sequences reflecting time series evolution of a network- Explored modern machine learning methods through concrete examples and exercises- Focused on model selection and adaptation to the problem space -
Data AnalysisMassachusetts Institute Of Technology Aug 2019 - Jan 2020Cambridge, Ma, UsMIT Capstone on Statistical Analysis- Analyzed large data sets (10M+) using specific, relevant analysis methods and corresponding algorithmic aspects- Engineered a novel approach for behavior-driven surge recognition which became basis for bikeshare surge reduction analysis- Produced a team-based research project: Exploring surge conditions and causes in Boston’s Bikeshare infrastructure
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Software Engineering InternUber Atg May 2019 - Aug 2019San Francisco, California, Us- Worked alongside the Hardware Verification and Validation developing a Hardware In the Loop test suite for an integral embedded board in Python- Selected out of 100+ interns to present work a public engineering event hosted by Uber- Deployed HIL test suite covering a variety of communication protocols onto Uber ATG's test stack -
Robotics Science And SystemsMassachusetts Institute Of Technology Feb 2019 - May 2019Cambridge, Ma, Us- Contributed to a six person team responsible for bringing an integrated hardware-software system to autonomy- Wrote and implemented algorithms for: Computer Vision, Localization, Path Planning, and Motion Control- Placed 1st with a new school record in the final autonomous race around MIT
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Team MemberMit Solar Electric Vehicle Team Mar 2017 - Feb 2019Cambridge, Massachusetts, Us- Designed and built a street-legal solar powered vehicle under intense time constraints- Analyzed and Manufactured body components as a member of the aerodynamics and composites subteam- Placed 5th in the 2018 American Solar Challenge, an eight day endurance race across North America -
Undregraduate Research AssociateMit Computer Science And Artificial Intelligence Laboratory (Csail) Jun 2018 - Aug 2018Cambridge, Ma, Us- Supported the MIT Knightrider Program: a generalized platform for vehicle autonomy- Tested interface between Autonomy Software and Drive by Wire Commands using C++ ROS nodes -
Research AssistantUniversidad De Málaga Jun 2017 - Aug 2017Málaga, Málaga, EsWorked alongside graduate students at the University of Malaga school for industrial engineering. Our project was to experimentally confirm theoretical calculations on the inverse Magnus effect on a soccer ball with wind tunnel data. Used Labview and force sensors to gather data which we then analyzed with Matlab to determine relative velocities required for the inverse Magnus effect to become apparent. -
LifeguardCity Of Huntington Beach Mar 2015 - Aug 2017Huntington Beach, Ca, UsSeasonal ocean lifeguard. Responsible for the safety of 20-200 patrons a day. Position includes: Ocean rescue, First aid response, CPR training and response, and Public relations.
Peter Crocker Education Details
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Massachusetts Institute Of TechnologyElectrical Engineering And Computer Science -
Massachusetts Institute Of TechnologyElectrical Engineering And Computer Science
Frequently Asked Questions about Peter Crocker
What company does Peter Crocker work for?
Peter Crocker works for Aidy
What is Peter Crocker's role at the current company?
Peter Crocker's current role is Co-Founder and CTO @ Aidy (YC W24).
What is Peter Crocker's email address?
Peter Crocker's email address is pc****@****mit.edu
What schools did Peter Crocker attend?
Peter Crocker attended Massachusetts Institute Of Technology, Massachusetts Institute Of Technology.
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