Anthony Yip Email & Phone Number
Who is Anthony Yip? Overview
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Anthony Yip is listed as Compiler Researcher at Computer Science Department, Carnegie Mellon, based in Pittsburgh, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Anthony Yip.
Anthony Yip previously worked as C++ Developer, Driverless Controls Captain at Carnegie Mellon Racing and Machine Learning Intern at A*Star - Agency For Science, Technology And Research. Anthony Yip holds Bachelor Of Science - Bs, Computer Science, 4.00 (Dean'S List) from Carnegie Mellon University.
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About Anthony Yip
Hello! I'm passionate about C++ and parallel computing for performance optimization, programming languages and machine learning. I'm eager to hone my skills in these areas and bring them together. I also know there are plenty of unexplored fields that may soon catch my eye. Only the future will tell!
Anthony Yip's current company
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Anthony Yip work experience
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Compiler Researcher
Current• Developing code generation and runtime system for a Serpent to C++ compiler, resulting in a fast Python-like language, supervised by Prof. Roger Dannenberg
C++ Developer, Driverless Controls Captain
Current• Pioneered a model predictive controller (MPC) for our Formula SAE driverless racecar using C++, oneof the first in the United States, achieving a top speed of 30mph on an unseen track.• Implemented GPU-acceleration of controller algorithm by parallelizing through CUDA and leveragingcompiler optimizations and cache locality, achieving >100x speedup (5ms latency).• Integrated with onboard perception, path planning and visualization systems through ROS.• Preparing documentation for open source code release and onboarding new members.
Machine Learning Intern
• Designed convolutional neural networks (CNNs) to pinpoint tumor locations using PyTorch.• Analyzed CT scans from the Liver Tumor Segmentation (LiTS) dataset to identify liver tumors with a Dice accuracy score of ~0.7.• Enhanced pipeline by dynamically constructing model to adapt to dataset characteristics.• Formulated a semi-supervised ensemble voting strategy to improve training on unlabeled data.• Scripted a GPU load balancer to distribute jobs to non-peak hours using Bash.
Software Developer, Platoon Sergeant
Rank: Second Sergeant• Developed full-stack Python application to enhance administration of medical and annual leaves of ~50 military personnel, replacing old hardcopy system.• Integrated a Telegram bot for reporting, a Firebase backend and interactive data visualization with Dash for efficient command planning.• Led a team to configure, set up and troubleshoot network clusters during Division planning exercises.• Directed the Division communications store, drafted and issued loans, oversaw stock-takes, prepared laptops using Acronis.• Supported planning and execution for multiple Unit Induction Programs to onboard new operators and specialists.• Participated in shooting and video editing for National Day Parade 2022 as part of the Multimedia Content Team.
Anthony Yip education
Bachelor Of Science - Bs, Computer Science, 4.00 (Dean'S List)
A Levels: H2 Mathematics, Chemistry, Physics, Economics, H3 Mathematics
Frequently asked questions about Anthony Yip
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What company does Anthony Yip work for?
Anthony Yip works for Computer Science Department, Carnegie Mellon.
What is Anthony Yip's role at Computer Science Department, Carnegie Mellon?
Anthony Yip is listed as Compiler Researcher at Computer Science Department, Carnegie Mellon.
Where is Anthony Yip based?
Anthony Yip is based in Pittsburgh, Pennsylvania, United States while working with Computer Science Department, Carnegie Mellon.
What companies has Anthony Yip worked for?
Anthony Yip has worked for Computer Science Department, Carnegie Mellon, Carnegie Mellon Racing, A*Star - Agency For Science, Technology And Research, and Singapore Armed Forces.
How can I contact Anthony Yip?
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What schools did Anthony Yip attend?
Anthony Yip holds Bachelor Of Science - Bs, Computer Science, 4.00 (Dean'S List) from Carnegie Mellon University.
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