Nandana M K

Nandana M K

M.Sc. Data Science graduate
India
Malayalam, Hindi, English

نبذة عني

M.Sc. Data Science graduate specializing in end-to-end data analysis, visualization, and predictive modeling. Expertise includes Python (Pandas, Scikit-learn), SQL, Power BI, and Tableau. Proven ability to translate comp…

الخبرة

Data Science Intern

Glorosh International, Calicut, IN
Jan 2025 - Jan 2025

Developed and deployed a predictive model using Random Forest to identify employees at high risk of attrition, achieving a high-impact 88% accuracy rate.
Analyzed and pre-processed a confidential dataset of over 5,000 employee records, performing comprehensive EDA to uncover key trends in turnover rates across multiple departments and roles.
Presented actionable insights from the interactive attrition dashboard to the executive leadership team, informing decisions that led to improvements in employee engagement and a reduction of 15 hours per week for HR.

Data Science Intern

Glorosh International

Developed and deployed a predictive model using Random Forest to identify employees at high risk of attrition, achieving a high-impact 88% accuracy rate., Analyzed and pre-processed a confidential dataset of over 5,000 employee records, performing comprehensive EDA to uncover key trends in turnover rates across multiple departments and roles., Presented actionable insights from the interactive attrition dashboard to the executive leadership team, informing decisions that led to improvements in employee engagement and a reduction of 15 hours per week for HR.

الشهادات

Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate

Oracle University · bangalore · 2025

المهارات

دمج وتحويل البيانات باستخدام ETL (ETL) الاتصال نمذجة البيانات المرونة باور بي آي تابلو Advanced Excel (Pivot Tables VLOOKUP XLOOKUP) KPI Analysis SQL(PostgreSQL MySQL) Python(Pandas NumPy Matplotlib) Oracle Cloud Infrastructure (OCI) Random Forest Natural Language Processing (NLP) Retrieval-Augmented Generation (RAG) LangChain Hugging Face NLTK TextBlob Data Cleaning Exploratory Data Analysis (EDA) Stakeholder Reporting Advanced Excel Pivot Tables VLOOKUP XLOOKUP SQL PostgreSQL MySQL Python Pandas NumPy Matplotlib Scikit-learn Streamlit Whisper API FAISS Mistral-7B
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