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Mrunal Sonekar

Mrunal Sonekar

Data Scientist

Talent
PuneMember since May 30, 2026
PythonSQLMySQLPandasscikit-learnEDAFeature EngineeringNLTKTF-IDF VectorizationLemmatizationTensorFlowKerasANNDropoutPower BIMatplotlibSeabornStreamlitMachine Learning
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PythonSQLMySQLPandasscikit-learn

About

Data Scientist with hands on experience developing end-to-end ML pipelines, conducting EDA, and translating complex datasets into actionable business insights. Skilled in Python, SQL, Power BI, scikit-learn, TensorFlow, and Streamlit. Seeking Data Analyst, Data Scientist, or ML Engineer roles.

Experience

Data Science Intern — Machine Learning & Analytics at Rubxie AI Solutions (2024-02 – 2024-08)

  • Executed end-to-end ML workflows across 3 client projects EDA, feature engineering, model training, and evaluation reporting using Python and scikit-learn.
  • Automated SQL pipelines (joins, aggregations, window functions) to extract and structure 5,000–10,000+ row datasets from MySQL for model pipelines and BI dashboards.
  • Optimized classification models for 2 client POCs achieving up to 85% accuracy; presented business-ready findings to non-technical stakeholders.
  • Deployed a Streamlit self-serve dashboard enabling business users to access model outputs independently, eliminating manual reporting cycles.

Education

M.E. in Artificial Intelligence & Data Science – AISSMS College of Engineering, Pune (2024-08 – 2026-07)

B. Tech in Computer Science & Engineering – G.H. Raisoni University, Madhya Pradesh (2019-08 – 2023-07)

Skills

Data Scientist

Reviews

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