diff --git a/_tabs/about.md b/_tabs/about.md index ddb2bc4..a6872ad 100644 --- a/_tabs/about.md +++ b/_tabs/about.md @@ -4,5 +4,72 @@ icon: fas fa-info-circle order: 4 --- -> Add Markdown syntax content to file `_tabs/about.md`{: .filepath } and it will show up on this page. -{: .prompt-tip } +# Sungchan Yi + +- Email: [calofmijuck at snu dot ac dot kr](mailto:calofmijuck@snu.ac.kr) +- Website: [this](https://blog.zxcvber.com/about) + +**Research Interests**: Computer architecture and hardware-software co-design + +## Education + +**Seoul National University** (2024. 9 ~ Present) + +- M.S. in Computer Science and Engineering at [Architecture and Code Optimization Lab](https://arc.snu.ac.kr) +- **Advisor**: Professor Jae W. Lee +- GPA: 4.0/4.3 + +**Seoul National University** (2017. 3 ~ 2024. 2) + +- B.S. in Computer Science and Engineering, Minor in Mathematics +- GPA: 3.96/4.3 (Summa Cum Laude) + +## Experience + +**Undergraduate Research Intern** + +- [**Cryptography & Privacy Lab**](https://crypto.snu.ac.kr) (2024. 1 ~ 2024. 2) + - Implementation of BFV homomorphic encryption scheme and bootstrapping over large message space +- [**Software Foundations Lab**](https://sf.snu.ac.kr) (2023. 7 ~ 2023. 10) + - Studies on verifying concurrency models and compilers with Coq +- [**Architecture and Code Optimization Lab**](https://arc.snu.ac.kr) (2023. 1 ~ 2023. 3) + - Experiments on efficient knowledge distillation with activation functions + +[**Scatterlab**](https://scatterlab.co.kr) (2020. 11 ~ 2022. 9) + +- Backend/Security/SRE Engineer +- Spring Boot (Java) Backend, Docker/Kubernetes, AWS Cloud Security and Operations + +[**Logpresso**](https://logpresso.com/en) (2019. 7 ~ 2020. 10) + +- Big Data Platform Engineer +- Java Backend, Data/Query Processing Interface Development + +## Publications + +- **[ACCV'24]** Soosung Kim, Yeonhong Park, Hyunseung Lee, **Sungchan Yi**, and Jae W. Lee, "ReLUifying Smooth Functions: Low-Cost Knowledge Distillation to Obtain High-Performance ReLU Networks", *Asian Conference on Computer Vision (ACCV)*, Hanoi, Vietnam, December 2024. ([PDF](https://arc.snu.ac.kr/pubs/ACCV24_ReLU.pdf)) +- **Sungchan Yi**, "Secure IAM on AWS with Multi-Account Strategy", *Undergraduate Thesis*, December 2023. ([PDF](https://arxiv.org/pdf/2501.02203)) + +## Projects + +- [Multi-task fine-tuning with BERT](https://github.com/calofmijuck/pytorch-bert-fine-tuning) + - Replicating the results in the BERT paper and improving BERT through multi-task learning +- Letter/News Service for Korea Army Training Center + - Simplified lettering service and automated news articles for trainees +- Private Medical Chatbot with HEaaN + - Application of privacy-preserving machine learning using homomorphic encryption + +## Awards + +- **Undergraduate Best Paper Award** + - Title: Secure IAM on AWS using Multi-Account Strategy +- **Top Prize in HDCON 2021** (Hacking and Defense Contest) + - Topic: Design and Operation of Secure Cloud Architectures + +## Technical Skills & Interests + +- **Programming Languages**: C/C++, Java, Python, Golang, Coq +- **Architectural Simulators**: gem5 +- System/cloud security and cryptography +- Compilers and formal verification +- Mathematics in general, especially algebra and analysis