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Simran

Simran

Data Analyst

Bangalore, Karnataka
85
Profile Score

About

Versatile Data Analyst with experience in visualization, developing predictive models, performing exploratory data analysis (EDA), and delivering data driven insights using SQL, Python, and BI tools like Power BI and Tableau.

Skills & Expertise (55)

Python Advanced
8.1/10
3
Years Exp
Data Forecast Advanced
7.8/10
3
Years Exp
Linear Regression Advanced
7.8/10
3
Years Exp
Logistic Regression Advanced
7.8/10
3
Years Exp
Random Forest Advanced
7.8/10
3
Years Exp
scikit-learn Advanced
7.8/10
3
Years Exp
Data prediction Advanced
7.8/10
3
Years Exp
Pandas Advanced
7.8/10
3
Years Exp
Data Analysis Advanced
7.8/10
3
Years Exp
Data Pre-processing Advanced
7.8/10
3
Years Exp
Data Visualization Advanced
7.8/10
3
Years Exp
Data Cleaning Advanced
7.8/10
3
Years Exp
Power BI Advanced
7.8/10
2
Years Exp
EDA Advanced
7.5/10
3
Years Exp
Decision Tree Advanced
7.5/10
3
Years Exp
Data Gathering Advanced
7.5/10
3
Years Exp
Statistics Advanced
7.5/10
3
Years Exp
Seaborn Advanced
7.5/10
3
Years Exp
Matplotlib Advanced
7.5/10
3
Years Exp
A/B testing Advanced
7.5/10
3
Years Exp
Statistical Analysis Advanced
7.5/10
3
Years Exp
Feature Engineering Advanced
7.5/10
3
Years Exp
NumPy Advanced
7.5/10
3
Years Exp
Hypothesis Testing Advanced
7.5/10
3
Years Exp
Microsoft Excel Advanced
7.5/10
3
Years Exp
Model Evaluation Advanced
7.5/10
3
Years Exp
SQL Intermediate
7.3/10
3
Years Exp
Time Series Analysis Intermediate
7.0/10
3
Years Exp
Dimensionality Reduction Intermediate
7.0/10
3
Years Exp
Tableau Intermediate
7.0/10
3
Years Exp
XGBoost Intermediate
6.9/10
2
Years Exp
DAX Queries Intermediate
6.9/10
2
Years Exp
PCA Intermediate
6.8/10
2
Years Exp
Qlik Sense Intermediate
6.8/10
2
Years Exp
statsmodels Intermediate
6.8/10
2
Years Exp
LDA Intermediate
6.8/10
2
Years Exp
K-Means Intermediate
6.8/10
2
Years Exp
KNN Intermediate
6.8/10
2
Years Exp
SVM Intermediate
6.8/10
2
Years Exp
Naive Bayes Intermediate
6.8/10
2
Years Exp
Plotly Intermediate
6.8/10
2
Years Exp
LSTM Intermediate
6.5/10
1
Years Exp
Google Sheets Intermediate
6.5/10
2
Years Exp
Keras Intermediate
6.5/10
1
Years Exp
TensorFlow Intermediate
6.5/10
1
Years Exp
ANN Intermediate
6.5/10
1
Years Exp
MLP Intermediate
6.5/10
1
Years Exp
RNN Intermediate
6.5/10
1
Years Exp
CNN Intermediate
6.5/10
1
Years Exp
Azure MLOps Intermediate
5.9/10
1
Years Exp
Analytical Thinking Problem-solving Data Interpretation Attention to Detail Effective Communication

Work Experience

Data Analyst

Intellipaat

Jun 2023 - Aug 2024

Developed predictive models by optimizing supervised machine learning models (Random Forest, Logistic Regression) for customer segmentation and sales forecasting using Python and Scikit-learn, achieving accuracy up to 85%. Conducted data analysis and A/B testing and hypothesis testing to optimize business decision-making, improving campaign performance up to 25%. Designed interactive Power BI dashboards to provide actionable insights to stakeholders and cross functional teams. Automated data cleaning and preprocessing workflows to enhance data quality and efficiency. Implemented machine learning algorithms to forecast revenue trends and market demand.

Product Engineer - Data Analytics

PHILIPS Healthcare R&D Centre

Aug 2022 - May 2023

Utilized Qlik Sense and Excel to analyze obsolescence trends across 6 core components, enhancing lifecycle planning and reducing system downtime by 30%. Applied Python (Pandas) for automating component data processing pipelines, reducing manual analysis time by 40%. Developed and integrated KPI-based dashboards into team workflows to track performance metrics, increasing team efficiency by 15%. Supported design validation of 5 RF breast coil arrays using data analytics tools and simulations, improving imaging quality by 20%. Used Windchill, Octave, and CST Studio for parametric analysis, shortening prototyping cycles by 25%.

Data Analyst Intern

PHILIPS Healthcare R&D Centre

Aug 2021 - Aug 2022

Developed and maintained 7 dashboards using Qlik Sense and Tableau, for Lifecycle management and Key performance indicators (KPI), increasing customer productivity and improving market projections up to 95%. Implemented frontend development using HTML, JS, and CSS, increasing user experience by 80%. Automated data cleaning and merging processes with Excel Power Query and Python, enhancing efficiency by 100%. Created 40 troubleshooting and calibration videos using Adobe Premiere Pro, increasing productivity by 80%. Recognized with the Taking Ownership to Deliver Fast award for delivering the LCM Dashboard project, enhancing efficiency by 90%.

Education

M.Tech in Power Electronics and Drives - Manipal Institute of Technology, Manipal

2020 - 2022 · Afghanistan

B.E. in Electrical & Electronics Engineering - SSTC CSVTU, Bhilai

2015 - 2019 · Afghanistan

Certifications

Job Simulation: BCG Data Science, Deloitte Data Analytics

· 2025

Executive Post Graduation in Data Science and AI

IIT Roorkee · 2024

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 5/15
💰 Rate 0/5
🏆 Certs 5/5
✅ Verified 5/5
Total Score 85/100

Profile Overview

Member sinceFeb 2026

Skills (55)

Python Data Forecast Linear Regression Logistic Regression Random Forest scikit-learn Data prediction Pandas Data Analysis Data Pre-processing +45 more

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