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@shreyaspatil3
Data Science & Machine Learning Engineer focused on GenAI, LLMs, and production-ready solutions.
I am a Data Science and Machine Learning Engineer with hands-on experience building AI-powered solutions using Generative AI, LLMs, NLP, RAG, and agent-based systems. I combine strong Python and ML skills with practical deployment experience to deliver impactful tools.
I developed L.U.M.I.S, a multimodal LLM-based assistant that unified debugging, SQL generation, and summarization, achieving 85%+ debugging automation, 92% SQL accuracy, and boosting developer productivity by 50%.
I have also built an AI Data Analyst agent that automated EDA and reporting (cutting manual effort by 40%) and a Power BI dashboard that improved reporting accuracy to 95.99% while reducing analysis time by 75%. I prioritize building scalable, user-focused solutions that turn data into actionable insights.
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Work history, roles, and key accomplishments
Independent Projects
Built multimodal LLM assistant (L.U.M.I.S) achieving 85%+ debugging accuracy and 92% SQL accuracy, and developed an AI Data Analyst agent that cut manual EDA effort by 40% and a Power BI dashboard that reduced analysis time by 75%.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Data Science
2021 -
Grade: 7.81 GPA
Activities and societies: Developed multimodal LLM assistant and BI dashboard; projects in LLMs, RAG, AI agents, and Power BI.
Pursuing a Bachelor of Engineering in Data Science within the Computer Science department, focusing on machine learning, generative AI, and applied data engineering projects.
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