Software Engineer Front End

Swapneel Suhas Vaidya

ć vswapneel**@] linkedin.gmail.com/in/com swapneel- ć svaidya4@vaidya/ gmu.github.edu com/ Ħ +1 vSwapneel 703-***-**** Software Engineer with 3+ years of experience in full-stack development, cloud optimization, and security research. Proven ability of building scalable enterprise systems, problem-solving, and advancing secure software practices through cross-functional collaboration. Committed to delivering clean, maintainable code and driving solutions through teamwork and technical excellence. Experience

George Mason University - College of Engineering and Computing Sep. 2024 - Current Research Assistant Linux, LLMs, Literature Review, Web Scraping, Dataset Curation, Data Analysis, CodeQL

• Designed and evaluated vulnerability detection models to identify weaknesses in LLM-generated code across 53 vul- nerability types and 310 queries Conducted baseline analysis of patch-based detection methods.

• Work submitted to ICSE 2026 Research Track (Second Author, decision pending).

• Currently building a benchmark dataset for Linux vulnerabilities by mapping over 500 CVEs and extracting data — including patches and exploit code — from sources such as ExploitDB, LKML, Openwall, Seclists, Bugzilla, and others using custom web scraping and parsing pipelines.

PayPal Jun. 2021 - Jul. 2023

Software Engineer JavaScript, React, NPM, Front-end, Git, GitHub, Docker, Agile, GCP, SDLC, Fintech

• Led end-to-end development of enterprise privacy features with a focus on seamless UI/UX and code quality im- proved maintainability, reduced security vulnerabilities, and increased test coverage by 60%, meeting SonarQube compliance metrics.

• Developed a Privacy Reporting Platform that automated visual report generation, saving ~1500 hours per quarter.

• Designed an Anomaly Detection Framework using KRI metrics to generate real-time alerts, significantly improving stakeholder response times.

• Optimized GCP resource usage by auditing infrastructure across teams, resulting in a ~40% reduction in cloud costs. Additional Industry Experience Nov. 2020 – May. 2021 Trainee Software Engineer — Ivy Software & Infosys Java, JavaScript, SpringBoot, HTML, Docker, AWS, Kubernetes

• At Infosys: Completed backend training in Java, MySQL, MongoDB, and SpringBoot with a 93% assessment score developed scalable APIs and microservices using AWS, Kubernetes, and Kafka.

• At Ivy Software: Implemented client-side web applications for online games at Ivy Software, ensuring seamless user experience and multilingual accessibility (Three languages supported). Education

George Mason University Graduation date: May 2025

M.S. in Computer Science (Earned a Distinguished Academic Achievement Award) GPA: 3.93/4.00 Data Mining, Computer Vision, Secure Software Design, Natural Language Processing, Component-based Software De- velopment(DevOps), Web Development, Data Structures and Algorithms, Databases. University of Mumbai Graduation date: Nov. 2020

B.E. in Computer Engineering GPA: 8.11/10

Artificial Intelligence, Advance Algorithms, OOP (Java), Web Software Construction (JavaScript), Operating Systems. Projects

Word Sense Disambiguation Python, NLP, LLM Agents, GPU Clusters, Flask

• Helping users such as students, instructors, language learners, readers and writers to better understand words by providing definitions depending on their context, this tool provides users with context based meanings of the words.

• Built a WSD model to understand meanings of the ambiguous words in the language using SemCor dataset to train and evaluate the model achieving best F1-Score of 65%. Skills

Languages, Technologies, and Tools:

Java, JavaScript, Python, React, Angular, Vue.js, Next.js, HTML, CSS, SQL, TypeScript, MongoDB, Node.js, Full- stack development, Git, Docker, Jenkins, Kubernetes, SonarQube, JIRA, Confluence, Version Control, CI/CD. Certifications:

Google IT Support Professional Certificate.

Data Science Math Skills: Duke University.

Microsoft Technology Associate, Language: Python.

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