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VY
vivek y
Junior Software Engineer specializing in full-stack development and machine learning
Tallahassee, FLGraduate Assistant at FSU1 years experienceJuniorTechnologyConsultingHigher Education
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About
Built a production Apple-focused LLM Q&A bot that answers user issues using similar past discussion records, including large-scale scraping and cleaning of thousands of forum threads. Used BeautifulSoup + Playwright for static/dynamic extraction, PySpark + NLP for preprocessing, and LangChain RAG with a custom response-likeliness metric to evaluate performance.
Experience
Graduate Assistant at FSUFlorida State University
Research AssistantBiglab, FSU
Software Engineering InternCognizant
Education
Florida State Universitymaster, Computer Science (2024)
Key Strengths
- Built and deployed an LLM-powered Apple support Q&A bot using historical issue discussions
- Scaled data collection and preprocessing for thousands of scraped discussions (static + dynamic scraping)
- Experience implementing RAG with LangChain
- Pragmatic evaluation approach using response-likeliness scoring and task-completion metrics
- Iterative, simplest-first approach to model/prompting strategy (e.g., zero-shot prompting baseline)
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