SANSKRUTI HADKE

Data Analyst | Machine Learning Enthusiast

440025, Nagpur, Maharashtra, India.

About

Entry - level Engineering Graduate seeking opportunities in Data Analytics. Eager to apply Python-based Data Analysis, Machine Learning fundamentals, and Data Visualization skills in a dynamic professional environment

Work

Kinetic Electric Motor Co. Pvt. Ltd.

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Trainee Engineer

Pune, Maharashtra, India

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Summary

Gained hands-on exposure to manufacturing processes and quality control within an electrical engineering environment.

Highlights

Observed and documented manufacturing processes, including PCB production, ensuring adherence to quality control standards.

Acquired practical understanding of industrial workflows and operational best practices in a real-world setting.

Groupo Antolin India Pvt. Ltd.

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Trainee Engineer

Pune, Maharashtra, India

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Summary

Explored automotive interior manufacturing systems, gaining insight into large-scale production environments.

Highlights

Gained exposure to automotive manufacturing systems, observing production processes and supply chain dynamics.

Understood the intricacies of quality assurance and operational efficiency within a global manufacturing facility.

LGPS Hybrid Energy Pvt. Ltd.

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Technical Intern

Pune, Maharashtra, India

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Summary

Assisted with technical and system-related tasks, contributing to efficient industry workflows and documentation practices.

Highlights

Gained exposure to essential industry workflows, technical documentation, and collaborative team environments.

Supported basic technical and system-related tasks, enhancing operational efficiency under direct supervision.

Codemate IT Services Pvt. Ltd.

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Data Analysis Intern

Nagpur, Maharashtra, India

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Summary

Performed in-depth exploratory data analysis on real-world datasets, extracting actionable insights to inform strategic decision-making.

Highlights

Conducted comprehensive Exploratory Data Analysis (EDA) on the Titanic dataset using Python, revealing key survival trends based on passenger attributes.

Cleaned and prepared raw data, utilizing Pandas and NumPy for robust data manipulation and feature engineering.

Developed insightful visualizations with Matplotlib and Seaborn, effectively communicating complex data patterns and trends.

Education

Tip Top Convent Higher Secondary School

Nagpur, Maharashtra, India
Higher Secondary (XII) Maharashtra State Board Grade: 87.23%

Mount Carmel Girls' High School

Nagpur, Maharashtra, India
Secondary (X) Maharashtra State Board Grade: 76.86%

S B Jain Institute of Technology, Management & Research

Nagpur, Maharashtra, India
Bachelor of Technology Electronics and Telecommunication Engineering Grade: 7.85 CGPA

Languages

English

Hindi

Marathi

Certificates

Technical Intern Certificate

LGPS Hybrid Energy Pvt. Ltd.

Web Technologies & IoT Workshop

N/A

Paper Presentation: "Online Nursery"

IETE Zonal Seminar

AI Analyst Workshop

N/A

Data Analysis Using Python

Codemate IT Services Pvt. Ltd.

Skills

Programming & Data Analysis

Python, SQL.

Libraries & Data Visualization

NumPy, Pandas, Matplotlib, Seaborn.

Machine Learning Concepts

Supervised Learning, Classification, Regression.

Data Preprocessing & Model Evaluation

Data Cleaning, Feature Engineering, Model Validation.

Data Handling

File Handling in Python.

Business Intelligence & Reporting Tools

Power BI, MS Excel.

Development & Analysis Tools

Jupyter Notebook, Visual Studio Code (VS Code), MySQL, Power BI Desktop.

Core Data Analytics

Data Analysis, Predictive Modeling, Data Visualization, Problem Solving, Analytical Thinking, Statistical Analysis.

Projects

Insurance Fraud Detection Using Machine Learning

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Summary

Developed a machine learning solution to identify and predict potentially fraudulent insurance claims, enhancing risk management capabilities.

Heart Disease Prediction Using Machine Learning

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Summary

Created a predictive machine learning model to assess heart disease risk based on patient health parameters, supporting early detection and preventative care.

Student Performance Prediction Using Machine Learning

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Summary

Designed a machine learning model to predict student academic performance, identifying key factors influencing educational outcomes.

Cardiac Health Insights Dashboard

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Summary

Developed an interactive Power BI dashboard to visualize cardiac health indicators, enabling dynamic trend analysis and comparisons.

Road Accident Insights and Trends Dashboard

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Summary

Designed a Power BI dashboard to analyze road accident data, identifying critical patterns and trends for safety improvement initiatives.