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Hitesh Balotia

@hiteshbalotia

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Aspiring data scientist with a strong foundation in machine learning.

India

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What I'm looking for

I am looking for opportunities that foster growth in data science and machine learning, with a focus on innovative projects and collaborative environments.

I am a dedicated B.Tech student specializing in Information Technology at Delhi Technological University, where I have maintained a CGPA of 7.77. My passion for data science and machine learning has driven me to undertake internships and projects that enhance my analytical skills and technical knowledge.

During my recent internship at EX Squared India, I conducted a comprehensive analysis of temperature trends across multiple countries, utilizing advanced statistical techniques and visualization tools. I developed a predictive model using NeuralProphet, achieving a mean squared error of 2.756, which showcases my ability to derive actionable insights from complex datasets.

In addition to my internship experience, I have worked on several projects, including customer churn prediction and sentiment analysis of movie reviews. These projects allowed me to apply machine learning algorithms and develop interactive web applications, further solidifying my technical skills in Python, TensorFlow, and data visualization.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

EX Squared India

Jun 2023 - Sep 2023 (3 months)

Conducted a comprehensive analysis of temperature trends for over 20 countries, utilizing advanced visualization techniques and statistical methods. Developed a predictive model using NeuralProphet, achieving a mean squared error of 2.756, demonstrating strong predictive accuracy.

Machine Learning Data Analysis Python Pandas Matplotlib Neural Networks Statistical Analysis Data Visualization

Customer Churn Prediction Project

Self-initiated

Implemented data cleaning and feature engineering techniques for customer churn prediction. Built an ANN with TensorFlow and Keras, achieving an accuracy of 87.44%. Developed an interactive web application using Streamlit for real-time predictions.

Data Cleaning TensorFlow Keras Python Streamlit Machine Learning Data Visualization Web Development

Sentiment Analysis Project

Self-initiated

Designed a Recurrent Neural Network (RNN) model to analyze IMDB movie reviews. Achieved an accuracy of 94.12% on the training set. Developed a Streamlit web application for real-time sentiment analysis.

NLP TensorFlow Python RNN Streamlit Machine Learning Web Development

Education

Degrees, certifications, and relevant coursework

Delhi Technological University

Bachelor of Technology, Information Technology

2021 - 2025

Grade: 7.77 CGPA

Pursuing a Bachelor of Technology in Information Technology, focusing on various aspects of IT including programming, data structures, and algorithms. Achieved a CGPA of 7.77.