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kummari Shiva ram UserKU
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kummari Shiva ram User

@kummarishivaramuser

I build and deploy machine learning and deep learning applications for real-time predictions.

India
Message

What I'm looking for

I'm looking for an entry-level AI, machine learning, or data science role where I can build and deploy real-world prediction models using Python and grow my practical engineering skills.

I've built and deployed end-to-end machine learning and deep learning applications, including customer churn prediction, student performance prediction, and IMDB movie review sentiment analysis.

My projects use Python, TensorFlow, Scikit-learn, Pandas, Streamlit, and Flask, with work spanning data cleaning, EDA, feature engineering, model evaluation, hyperparameter tuning, and real-time deployment. I improved student performance model R score by approximately 15% and achieved approximately 87% accuracy on IMDB sentiment classification.

As a Data Science Intern at BCGX (Forage), I worked on data preprocessing, exploratory data analysis, and machine learning model development using Python.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

MT

Methodist College of Engineering and Technology

Bachelor of Engineering, Computer Science

2021 - 2025

Grade: CGPA: 6.64

Pursued a Bachelor of Engineering in Computer Science, focusing on core computer science and engineering principles.

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