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Ashutosh RanaAR
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Ashutosh Rana

@ashutoshrana

Machine learning engineer focused on data-driven models, deployments, and business-impacting insights.

India
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What I'm looking for

I seek roles where I can build and deploy ML models, turn data into actionable insights, collaborate cross-functionally, and grow in MLOps and production deployment responsibilities.

I am a machine learning practitioner with hands-on experience building and deploying predictive models and analytics solutions. I hold an MCA (in progress) and a BCA, and I apply academic training to real-world datasets to drive business outcomes.

I've developed and deployed XGBoost and deep learning models for retail purchase prediction and sentiment analysis, working with datasets ranging from 7k to 550k+ records. I emphasize robust preprocessing, feature engineering, and model validation to deliver reliable predictions.

I build interactive user-facing applications using Streamlit and deploy solutions on cloud infrastructure like AWS EC2, and I create visual dashboards in Power BI to make insights operational for stakeholders. My work includes segmentation, churn analysis, and targeted recommendations to reduce customer attrition.

I continuously expand my skills through certifications and project work, focusing on model deployment, MLOps basics, and practical use of Python, TensorFlow, Scikit-learn, and data visualization to translate analytics into business value.

Experience

Work history, roles, and key accomplishments

CS

Machine Learning Intern

CodeTech IT Solutions

Jun 2025 - Jul 2025 (1 month)

Analyzed sales data to identify revenue and customer behaviour trends, performed data cleaning and EDA, and supported insights for product performance and forecasting during a two-month internship.

Education

Degrees, certifications, and relevant coursework

SG

SRM Institute of Science and Technology - Ghaziabad

Master of Computer Applications, Computer Applications

2024 -

Grade: 7.80/10.0

Pursuing Master of Computer Applications with a CGPA of 7.80/10.0.

IG

Institute of Technology & Science - Ghaziabad

Bachelor of Computer Applications, Computer Applications

2021 - 2024

Grade: 7.25/10.0

Completed Bachelor of Computer Applications with a CGPA of 7.25/10.0.

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