AYUSHI PANDEY

Data Analyst

https://www.opentalent.in/ayushi-pandey-3667315

Data Analyst with less than a year in Data Analysis & Machine Learning

Key Strengths

Strong foundational knowledge in data analysis, machine learning, SQL, and business intelligence, as evidenced by academic projects and certifications.
Demonstrated ability to execute end-to-end analytical solutions, from data cleaning and preprocessing to predictive modeling and interactive dashboards.
Proficiency in Python, Pandas, NumPy, and Scikit-learn for data manipulation and machine learning.
Experience with Power BI for creating interactive dashboards and developing dynamic DAX measures.
Good understanding of machine learning concepts including regression, classification, hyperparameter tuning, and model evaluation metrics (RMSE, MAE).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's academic projects demonstrate a proactive approach to learning and applying data science techniques across different domains (electricity price forecasting, customer churn, sales analysis). The pursuit of multiple certifications in relevant areas (SQL, Python, ML, Power BI) indicates a strong drive for continuous learning and skill development. The target role of 'Data Analyst' aligns well with the demonstrated skills and project experience, suggesting a good cultural fit for a data-centric organization.

Soft Skills & Operational Fit

The candidate's project descriptions indicate an ability to translate technical findings into stakeholder-ready reports, suggesting good communication and business understanding. The focus on data-driven decision-making aligns well with an analytical role. However, without specific psychometric or English test scores, a comprehensive assessment of soft skills and operational fit is limited.

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Assessing your cultural and operational fit

About

Results-driven Computer Science graduate with a strong foundation in data analysis, machine learning, SQL, and business intelligence. Proficient in Python, Power BI, and advanced data processing techniques. Demonstrated ability to build end-to-end analytical solutions—from data cleaning and exploratory analysis to predictive modelling and interactive dashboards. Seeking an Analyst role at Tech Mahindra to drive data-driven decision making, generate actionable insights, and support stakeholder communication across enterprise analytics initiatives.

Top Skills

PythonSQLPower BIScikit Learn

Projects

Electricity Price Forecasting using Machine Learning

January 1, 2025 – December 31, 2025

Engineered a regression-based ML model to forecast electricity market prices using 2+ years of historical time-series data, achieving measurable reduction in prediction error via cross-validation. Executed end-to-end data pipeline: data preprocessing, feature engineering, outlier treatment, and exploratory data analysis (EDA) to prepare high-quality inputs for modelling. Evaluated multiple algorithms (Linear Regression, Random Forest) using RMSE and MAE metrics; optimized final model through hyperparameter tuning via GridSearchCV.

Customer Churn Prediction

January 1, 2024 – December 31, 2024

Built a binary classification model to identify at-risk customers, enabling proactive retention strategies and supporting data-driven business decision-making. Applied feature selection, data cleaning, and SMOTE-based class balancing to improve model reliability; achieved improved accuracy through systematic hyperparameter optimization. Produced a stakeholder-ready analytical report summarizing churn drivers and recommended interventions.

Sales Data Analysis Dashboard

January 1, 2023 – December 31, 2023

Designed and deployed an interactive Power BI dashboard tracking KPIs including revenue trends, regional performance, and product-level profitability for business performance reporting. Developed dynamic DAX measures and visual analytics enabling decision-makers to drill down into sales data, improving reporting efficiency and insight accessibility.

Certifications

SQL for Data Analytics

COURSERA

June 1, 2026 – Present

Machine Learning

UDEMY

June 1, 2026 – Present

Python for Data Science

ORACLE

June 1, 2026 – Present

Power BI for Data Analysts

Coursera

June 1, 2026 – Present

Key Strengths

Strong foundational knowledge in data analysis, machine learning, SQL, and business intelligence, as evidenced by academic projects and certifications.
Demonstrated ability to execute end-to-end analytical solutions, from data cleaning and preprocessing to predictive modeling and interactive dashboards.
Proficiency in Python, Pandas, NumPy, and Scikit-learn for data manipulation and machine learning.
Experience with Power BI for creating interactive dashboards and developing dynamic DAX measures.
Good understanding of machine learning concepts including regression, classification, hyperparameter tuning, and model evaluation metrics (RMSE, MAE).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

AYUSHI PANDEY

Key Strengths

Cultural & Operational Fit

About

Top Skills

Skills

Education

Projects

Certifications

Key Strengths

Cultural & Operational Fit