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resume.yml
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resume.yml
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contact:
name: "Ming-Ho Yee"
email: "mh@mhyee.com"
site: "mhyee.com"
github: "github.com/mhyee"
work:
-
title: "Research Scientist"
employer: "Meta"
location: "Menlo Park CA"
date: "Aug 2024 [--] present"
-
title: "Ph.D. Candidate"
employer: "Northeastern University"
location: "Boston MA"
date: "Sep 2016 [--] Apr 2024"
description:
- "Built [TypeWeaver](https://github.com/nuprl/TypeWeaver), the first machine-learning-based tool to migrate files from JavaScript to TypeScript, with a 69[%] success rate (as measured by type checking)."
- "Fine-tuned and evaluated a large language model for code to [generate type definitions](https://github.com/nuprl/StenoType) for TypeScript, allowing 47[%] of files (with missing type definitions) to type check (22[%] absolute improvement)."
- "Built an [interpreter in OCaml for a subset of R](https://github.com/reactorlabs/rhotic) to model the relationship between static and dynamic program analysis."
- "Sped up test suite by 15[%] by optimizing dominance graph construction in Ř, a [just-in-time compiler for R](https://github.com/reactorlabs/rir)."
- "Co-chaired, organized, and led over 40 student volunteers at [ECOOP/ISSTA 2018](https://conf.researchr.org/home/ecoop-issta-2018), an international conference for programming languages and software engineering with over 600 attendees."
- "Mentored undergraduate, master's, and Ph.D. students by providing feedback and advice on project planning, software development, and written and oral communication."
- "Teaching assistant for [``]Fundamentals II, Introduction to Class-based Program Design[''] ([CS 2510](https://course.ccs.neu.edu/cs2510sp18/)) and [``]Fundamentals of Software Engineering[''] ([CS 4530](https://neu-se.github.io/CS4530-Spring-2024/)): helped design assignments, held office hours, and graded exams."
-
title: "Researcher Intern"
employer: "Microsoft Research"
location: "Cambridge UK"
date: "Sep [--] Dec 2019"
description:
- "Explored, implemented, and tested different memory management strategies for [Project Verona](https://github.com/microsoft/verona-rt)."
-
title: "MMath Candidate"
employer: "University of Waterloo"
location: "Waterloo ON"
date: "Sep 2014 [--] Aug 2016"
description:
- "Designed and led the implementation of the original interpreter and compiler for the functional sub-language of [Flix](https://flix.dev/)."
- "Experimented with different code generation techniques for Flix, such as Scala macros and generating Scala code."
- "Teaching assistant for [``]Foundations of Sequential Programs[''] ([CS 241](https://www.student.cs.uwaterloo.ca/~cs241/), [CS 241E](https://www.student.cs.uwaterloo.ca/~cs241e/)) and [``]Compiler Construction[''] ([CS 444](https://www.student.cs.uwaterloo.ca/~cs444/)): held office hours and provided feedback on assignments and exams for the first offering of CS 241E."
-
title: "Software Development Engineering Intern"
employer: "Microsoft"
location: "Redmond WA"
date: "May [--] Jul 2014"
description:
- "Prototyped [concepts lite](https://en.cppreference.com/w/cpp/language/constraints) in the Microsoft Visual [CPP] (MSVC) compiler, a feature that was eventually added to [CPP]20."
-
title: "Software Development Engineering Intern"
employer: "Microsoft"
location: "Redmond WA"
date: "Sep [--] Dec 2013"
description:
- "Implemented [user-defined literals](https://en.cppreference.com/w/cpp/language/user_literal) in the Microsoft Visual [CPP] (MSVC) compiler, a [CPP]11 feature that was missing from MSVC."
-
title: "Software Development Engineering Intern"
employer: "Microsoft"
location: "Redmond WA"
date: "Jan [--] Apr 2013"
description:
- "Developed a heap memory collection tool for debugging .NET applications."
- "Designed and conducted performance tests for the memory collection tool."
-
title: "Undergraduate Research Assistant"
employer: "University of Waterloo"
location: "Waterloo ON"
date: "May [--] Dec 2012"
-
title: "Developer"
employer: "Engagio (formerly Eqentia)"
location: "Toronto ON"
date: "Sep [--] Dec 2011"
description:
-
title: "Developer"
employer: "Eqentia"
location: "Toronto ON"
date: "Jan [--] Apr 2011"
-
title: "Software Development Research Intern"
employer: "Genesys Telecommunications Laboratories"
location: "Markham ON"
date: "May [--] Aug 2010"
-
title: "Junior Developer"
employer: "Robarts Research Institute"
location: "London ON"
date: "Jul [--] Aug 2008"
publications:
-
authors: "[MH Yee] and A Guha"
title: "[Do Machine Learning Models Produce TypeScript Types That Type Check?](https://doi.org/10.4230/LIPIcs.ECOOP.2023.37)"
in: "ECOOP"
date: "2023"
-
authors: "L von Werra, H de Vries, et al."
title: "[StarCoder: may the source be with you!](https://doi.org/10.48550/arXiv.2305.06161)"
in: "TMLR"
date: "2023"
-
authors: "F Cassano, [MH Yee], N Shinn, A Guha, S Holtzen"
title: "[Type Prediction With Program Decomposition and Fill-in-the-Type Training](https://doi.org/10.48550/arXiv.2305.17145)"
in: "preprint"
date: "2023"
-
authors: "F Cassano et al."
title: "[MultiPL-E: A Scalable and Polyglot Approach to Benchmarking Neural Code Generation](https://doi.org/10.1109/TSE.2023.3267446)"
in: "TSE"
date: "2023"
-
authors: "O Flückiger, G Chari, [MH Yee], J Ječmen, J Hain, J Vitek"
title: "[Contextual Dispatch for Function Specialization](https://doi.org/10.1145/3428288)"
in: "OOPSLA"
date: "2020"
-
authors: "O Flückiger, G Chari, J Ječmen, [MH Yee], J Hain, J Vitek"
title: "[R Melts Brains: An IR for First-Class Environments and Lazy Effectful Arguments](https://doi.org/10.1145/3359619.3359744)"
in: "DLS"
date: "2019"
-
authors: "[MH Yee], A Badouraly, O Lhoták, F Tip, J Vitek"
title: "[Precise Dataflow Analysis of Event-Driven Applications](https://arxiv.org/abs/1910.12935)"
in: "technical report"
date: "2019"
-
authors: "O Flückiger, G Scherer, [MH Yee], A Goel, A Ahmed, J Vitek"
title: "[Correctness of Speculative Optimizations with Dynamic Deoptimization](https://doi.org/10.1145/3158137)"
in: "POPL"
date: "2018"
-
authors: "M Madsen, [MH Yee], O Lhoták"
title: "[From Datalog to Flix: A Declarative Language for Fixed Points on Lattices](https://doi.org/10.1145/2908080.2908096)"
in: "PLDI"
date: "2016"
-
authors: "M Safa, [MH Yee], D Rayside, C T Haas"
title: "[Optimizing Contractor Selection for Construction Packages in Capital Projects](https://dx.doi.org/10.1061/%28ASCE%29CP.1943-5487.0000555)"
in: "ASCE J. Comput. Civ. Eng"
date: "2016"
-
authors: "E Zulkoski, C Kleynhans, [MH Yee], D Rayside, K Czarnecki"
title: "[Optimizing Alloy for Multi-objective Software Product Line Configuration](https://doi.org/10.1007/978-3-662-43652-3_34)"
in: "ABZ"
date: "2014"
-
authors: "R Bartha, [MH Yee], R Rupsingh, M Smith, M Borrie"
title: "[Altered macromolecule signal in the hippocampus in alzheimer patients measured by 1H magnetic resonance spectroscopy](https://doi.org/10.1016/j.jalz.2009.04.138)"
in: "Alzheimer's [&] Dementia"
date: "2009"
skills:
- "Implementation experience: interpreters, just-in-time compilers, memory management, program analysis."
- "Languages: C, [CPP], Java, Scala, OCaml, Python, Ruby, JavaScript, TypeScript, R."
- "Compilation targets: ARM, JVM, LLVM, MIPS, x86."
education:
-
level: "Doctor of Philosophy in Computer Science"
institution: "Northeastern University"
location: "Boston MA"
date: "Apr 2024"
notes:
- "Thesis: [Predicting TypeScript Type Annotations and Definitions with Machine Learning](https://hdl.handle.net/2047/D20653005)"
- "Advisor: [Arjun Guha](https://www.khoury.northeastern.edu/~arjunguha/main/home/)"
-
level: "Master of Mathematics in Computer Science"
institution: "University of Waterloo"
location: "Waterloo ON"
date: "Jun 2017"
notes:
- "Thesis: [Implementing a Functional Language for Flix](https://hdl.handle.net/10012/10856) (completed Aug 2016)"
- "Advisor: [Ondřej Lhoták](https://plg.uwaterloo.ca/~olhotak/)"
-
level: "Bachelor of Software Engineering"
institution: "University of Waterloo"
location: "Waterloo ON"
date: "Jun 2014"
notes:
- "With Distinction [---] Dean's Honours List"