# Srirag G

Srirag G is a remote worker on Himalayas, Data Science & Machine Learning Intern at Camerin Health Technologies Pvt Ltd, based in India.

Source: https://himalayas.app/@sriragg

```text
Data Science & Machine Learning Intern at Camerin Health Technologies who developed a churn prediction model with a 0.87 F1-score.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 725k+ INR |
| Job categories | Data Scientist, Machine Learning Engineer |
| Skills | Data Science, Machine Learning, predictive modeling, Exploratory Data Analysis, Feature Engineering, Feature Selection, data preprocessing, Supervised Learning, Model Evaluation, GridSearchCV, SMOTE, Logistic Regression, Random Forest, XGBoost, TF IDF |

## About

```text
At Camerin Health Technologies Pvt Ltd, I develop machine learning solutions and data-driven applications using Python, Pandas, NumPy, and Scikit-learn. I also perform exploratory data analysis and create visualizations to communicate business insights.

On my Customer Churn Prediction project, I trained Logistic Regression, Random Forest, and XGBoost models, reaching a 0.87 F1-score after GridSearchCV tuning. I used SMOTE and evaluated performance with ROC-AUC, confusion matrices, and feature importance.

I also developed a content-based movie recommendation engine and enhanced it with collaborative filtering, then deployed an interactive Streamlit application. For a sales analysis project, I used SQL and Python to analyze retail transactions and designed an interactive Tableau dashboard.
```

## Experience

### Data Science & Machine Learning Intern (current)

Camerin Health Technologies Pvt Ltd. Jun 2026 - Present

```text
Developed end-to-end machine learning solutions using Python, Pandas, NumPy, and Scikit-learn on real-world datasets. Performed data preprocessing, EDA, feature engineering, and built supervised models with validation and performance metrics.
```

Skills: Python, Pandas, NumPy, scikit-learn, data-preprocessing, EDA, Feature-Engineering, Feature-Selection, Matplotlib, SeaBorn, Tableau, Machine-Learning, Model-Validation

## Education

### Lovely Professional University

Bachelor of Technology, Computer Science and Engineering. 2022 - 2026

```text
Pursuing a Bachelor of Technology in Computer Science and Engineering from 2022 to 2026.
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### NPTEL

Cloud Computing, Cloud Computing

```text
Completed a certification in Cloud Computing in May 2025.
```

### Vanderbilt University

Generative AI, Generative AI

```text
Completed a certification in Generative AI in April 2025.
```

### Vanderbilt University

Prompt Engineering for ChatGPT, Prompt Engineering for ChatGPT

```text
Completed a certification in Prompt Engineering for ChatGPT in March 2024.
```

### Google Cloud

Large Language Models, Large Language Models

```text
Completed a certification in Large Language Models in March 2024.
```

## Tech stack

- Tableau
- NumPy
- Pandas
- Python
- scikit-learn
- Streamlit
- Git
- SQL
- XGBoost
- Seaborn
- Matplotlib

To contact Srirag, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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