# Shruti Pashine

Shruti Pashine is a remote worker on Himalayas, Working Student – Data Science / Healthcare AI at DATEXIS / Berliner Hochschule für Technik, based in Germany.

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

```text
Healthcare AI data scientist at DATEXIS developing a clinical documentation pipeline that turns doctor–patient dialogue into ICD predictions.
```

| Detail | Value |
| --- | --- |
| Availability | Open to opportunities |
| Location | Germany |
| Authorized to work in | Germany |
| Job categories | Data Scientist, Machine Learning Engineer, NLP Engineer, Data Analyst |
| Skills | Healthcare AI, Clinical Natural Language Processing (NLP), Natural Language Processing, Machine Learning, ICD Prediction, Large Language Models, Information Extraction, Text Classification, RAG, Prompt Engineering, Explainable AI, Model Evaluation, Evaluation, Error Analysis, ROUGE |
| GitHub | https://github.com/shrutipashine |

## About

```text
At DATEXIS / Berliner Hochschule für Technik, I develop and evaluate a healthcare AI pipeline that transforms doctor–patient dialogue into structured clinical documentation and downstream ICD predictions.

I build Python workflows for clinical text processing, information extraction, model inference, and evaluation. I assess generated documentation with ROUGE, BERTScore, medical concept-based metrics, and systematic error analysis.

I investigate how information is preserved across dialogue, LLM-generated notes, and ICD prediction, including omission, hallucination, and information drift. I also analyze explainability to understand how clinical information contributes to predictions.

Previously, at B¨orm Bruckmeier, I developed and maintained healthcare and medical information software, including application functionality and database workflows. At CodeBlaQ Technologies, I cleaned and analyzed datasets for exploratory analysis and data-driven insights.
```

## Experience

### Working Student – Data Science / Healthcare AI (current)

DATEXIS / Berliner Hochschule für Technik. Jan 2025 - Present

```text
Develop and evaluate an end-to-end healthcare AI pipeline transforming doctor–patient dialogue into structured clinical documentation and downstream ICD predictions. Build Python-based workflows for data preprocessing, clinical text processing, information extraction, model inference, and experimental evaluation.
```

Skills: Python, NLP, Large-Language-Models, Clinical-Natural-Language-Processing-(NLP), ICD-Prediction, ROUGE, BERTScore, Streamlit, Explainability, data-preprocessing, Information-Extraction, Model-Evaluation

### Junior Software Developer – Healthcare Technology

Börm Bruckmeier. Aug 2023 - Aug 2024

```text
Developed and maintained software solutions for healthcare and medical information applications in a production environment. Built responsive web and application functionality using JavaScript, HTML, CSS, PHP, Node.js, SQL, and content-management technologies.
```

Skills: JavaScript, HTML, CSS, PHP, NodeJS, SQL, Content-Management, Data-retrieval, Data-Processing, Database-Backed-Workflows

### Data Analyst / Software Intern

CodeBlaQ Technologies. Jan 2022 - Apr 2022

```text
Cleaned, transformed, and analyzed datasets to support exploratory analysis and data-driven insights. Performed exploratory data analysis and identified patterns, relationships, and trends within structured datasets.
```

Skills: Data-Cleaning, data-transformation, Exploratory-Data-Analysis, Data-Analysis, Reproducible-Data-Processing

## Education

### Berliner Hochschule für Technik (BHT)

Master of Science, Data Science. 2024 - Present

```text
Pursuing a Master of Science in Data Science with a focus on AI and healthcare, including clinical NLP and LLMs.
```

### D.Y. Patil College of Engineering

Bachelor of Engineering, Computer Science. 2020 - 2023. Grade: 9.38/10

```text
Completed Bachelor of Engineering in Computer Science with a CGPA of 9.38/10.
```

### Government Polytechnic

Diploma, Computer Engineering. 2017 - 2020. Grade: 93.2%

```text
Completed Diploma in Computer Engineering with a score of 93.2%.
```

## Tech stack

- GitHub
- NumPy
- Pandas
- MySQL
- Node.js
- Figma
- JavaScript
- Python
- Java
- PHP
- scikit-learn
- Streamlit
- Git
- SQL

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

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