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Esha Kumari

Esha Kumari

Aspiring Data Analyst

Kolkata, West Bengal 0+ yrs exp 85 · Excellent

About

Data Analyst with hands-on experience in machine learning, data preprocessing, and visualization. Proficient in Python, SQL, and Power BI, with a strong foundation in generative AI and database management. Skilled in developing predictive models and creating interactive dashboards to drive data-driven decision-making.

Skills & Expertise (21)

Python Advanced
8.1/10
1
Years Exp
NLTK Intermediate
7.5/10
1
Years Exp
Hyperparameter Tuning Intermediate
7.3/10
1
Years Exp
Data Preprocessing Programming Languages: Python SQL & MySQL Feature Engineering Database Management Generative AI Interactive Dashboards Predictive Modeling Machine Learning Visualization Excel Git Seaborn Matplotlib NumPy Pandas Power BI SQL

Work Experience

ML Intern

Ardent Computech Pvt. Ltd.

Apr 2024 - May 2024

Designed and optimized machine learning models using Python and TensorFlow. Improved prediction accuracy by 95% through hyperparameter tuning and feature engineering. Reduced model training time by 20%, enhancing scalability and efficiency. Processed unstructured text data using NLP techniques like tokenization, stemming, and lemmatization. Built a sentiment analysis model with 90% accuracy using NLTK and spaCy. Identified and resolved three major product defects, improving customer satisfaction by 15%.

Education

Master of Computer Application (MCA) - Manipal University, Jaipur

2024 - · Afghanistan

Bachelor of Computer Application (BCA) - BS City Collage

2021 - 2024 · Afghanistan

Certifications

Google Data Analytics

Coursera · 2025

Generative AI Foundations

Coursera · 2025

MySQL with Information Technology

Coursera · 2025

Power BI Job Simulation

Forage · 2025

Data Visualisation

Forage · 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 sinceMay 2026

Availability Details

Relocation

Not Open to Relocation