Surya K
Data Scientist @Quantum Workplace
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WORK HISTORY
Data Scientist @Quantum Workplace
Developed a re-ranking algorithm for our chatbot\'s Retrieval-Augmented Generation(RAG) pipeline, boosting its context relevance by 140%.• Leveraged OpenAI’s GPT-3 with prompt engineering to generate personalized action plans and discussionquestions from survey responses. Observed a 12% boost to survey-to-action conversion rate as users took more informed and effective actions.• Used random forest algorithm to create an internal tool that automates benchmark approvals, saving Data Engineers and Insights Analysts approximately 50 hours of work each month.• Assisted in migrating ML pipelines to Azure and maintaining them. Regularly updated the machine learning models and thoroughly tested them before deploying them to production.• Proposed and helped develop a product that empowers our customers to detect instances of harassment within their workplace by utilizing survey data. Created a functional prototype in PowerBI to demonstrate the concept and guide product implementation.
EDUCATION
Texas A&M University
Doctor of Philosophy - PhD
ABOUT SURYA K
I am an academic-turned-Data Scientist with 3+ years of experience across the full…
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