Siwei (Wesley) Peng
Baltimore,MD
Summary
Possesses versatile skills in project management, problem-solving, and collaboration. Brings fresh perspective and strong commitment to quality and success. Recognized for adaptability and proactive approach in delivering effective solutions.
Overview
2
2
years of professional experience
Work History
Frontend and Backend Development
ASPire Inc.
06.2023 - 08.2023
- I broadened my technical knowledge outside of classroom instruction by working with a knowledgeable tutor to learn vital skills including web scraping and working with JSON, which improved data extraction efficiency by 40% in a recent project
- Actively participating in project negotiations including technical teams as well as corporate leadership, thereby acquiring a thorough awareness of project management techniques, decision-making, and team dynamics
- Encouraged close cooperation between frontend and backend teams so that, via efficient communication and coordination, project components would flow naturally
- With teams, complete the test implementation for new application named YouDao Yun, a cloud data application, which optimized data synchronization speed by 25% and reduce system error by 15%
PTA in Machine Learning / AI
Google Inc.
06.2022 - 08.2022
- Using Google's data, helped a project aimed at text summarizing decode and build summaries using TensorFlow and SentencePiece, which improved summary generation accuracy by 30% and reduced processing time by 25%
- Applied feature extraction, model saving, loading features, and output signature producing machine learning techniques
- Developed understanding of the fast growing artificial intelligence, including applications in perception (speech recognition) and decision intelligence, with an emphasis on its growing importance in daily life and many sectors
- Kept close contact with the project teacher, addressing problems and acquiring more knowledge of the ethical dilemmas and future possibilities of artificial intelligence
PTA in Backend Development
Tencent Inc.
12.2021 - 04.2022
- Designed, implemented, and polished Python backend systems including databases administration and APIs
- Worked with a team to tackle algorithmic problems and increase scalability and system performance
- Designed debugging, troubleshooting, and backend service testing to guarantee reliability
- Implemented security measures for data protection and user authentication
- Participated in code reviews to guarantee optimum standards for API design and backend development, leading to a 25% decrease in post-deployment issues and improved code maintainability
Education
Master of Science - Security Informatics, Engineering Department
Johns Hopkins University
Baltimore, MD06.2025
Bachelor of Science - Computer Science, Engineering Department
Syracuse University
Syracuse, NY06.2023
Skills
- C
- C
- Python
- Java
- Haskell
- Scheme
- SQL
- Google API
- AWS
- Basic Software Design
- NLP
- Fairseq
- TensorFlow
- SentencePiece
- Autopsy
- Kali Linux
- Cryptography
- Risk Management
Personal Information
Marital Status: US Permanent Resident
Research
- OpenEMR Risk Assessment (By SEED VM), 08/01/23, 01/01/24,
Evaluated OpenEMR for vulnerabilities., Applied secure coding practices and firewall configurations., Documented vulnerabilities and recommended fixes., Utilized tools such as Metasploit, Wireshark, and Snort.
- Autopsy Ingest Module Parsing Facebook of Other Social Media Artifacts, 08/01/24, 01/01/25,
Designed a tool for social media artifact extraction and analysis., Ensured accuracy and efficiency during research, design, execution, and testing., Improved investigation capabilities by designing the module to fit forensic procedures.
Timeline
Frontend and Backend Development
ASPire Inc.
06.2023 - 08.2023
PTA in Machine Learning / AI
Google Inc.
06.2022 - 08.2022
PTA in Backend Development
Tencent Inc.
12.2021 - 04.2022
Master of Science - Security Informatics, Engineering Department
Johns Hopkins University
Bachelor of Science - Computer Science, Engineering Department
Syracuse University
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