Anthony Yip
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Anthony Yip Email & Phone Number

Location: Pittsburgh, Pennsylvania, United States 5 work roles 2 schools
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Role
Compiler Researcher
Location
Pittsburgh, Pennsylvania, United States

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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Computer Science Department, Carnegie Mellon

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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!

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Computer Science Department, Carnegie Mellon
Computer Science Department, Carnegie Mellon
Compiler Researcher
Pittsburgh, PA, US
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5 roles

Anthony Yip work experience

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Compiler Researcher

Current

Pittsburgh, Pennsylvania, United States

• Developing code generation and runtime system for a Serpent to C++ compiler, resulting in a fast Python-like language, supervised by Prof. Roger Dannenberg

Mar 2024 - Present

C++ Developer, Driverless Controls Captain

Current

Pittsburgh, Pennsylvania, United States

• 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.

Aug 2023 - Present

Machine Learning Intern

Singapore, Singapore

• 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.

Dec 2022 - Mar 2023

Software Developer, Platoon Sergeant

Singapore, Singapore

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.

Jan 2021 - Nov 2022
2 education records

Anthony Yip education

Bachelor Of Science - Bs, Computer Science, 4.00 (Dean'S List)

Top 500 for 84th William Lowell Putnam Mathematical Competition Relevant Coursework: • Introduction to Computer Systems • Mathematical.

A Levels: H2 Mathematics, Chemistry, Physics, Economics, H3 Mathematics

- Straight A's, Distinction for H3 Mathematics - Singapore Physics Olympiad Gold Award - Raffles Academy for Physics and Chemistry - Year.

FAQ

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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?

You can use AeroLeads to view verified contact signals for Anthony Yip at Computer Science Department, Carnegie Mellon, including work email, phone, and LinkedIn data when available.

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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