# Shivani Gor

Shivani Gor is a remote worker on Himalayas, Engineer at TATA Elxsi, based in India.

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

```text
Computer vision engineer at TATA Elxsi who developed a YOLOv8 system to detect foreign objects and railway signals on rail tracks.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 70k+ INR |
| Job categories | Computer Vision Engineer, Machine Learning Engineer, Image Processing Engineering, ADAS Testing |
| Skills | Computer Vision, YOLOv8, Object Detection, Image Processing, Machine Learning, Deep Learning, Data Augmentation, Image Annotation, Image Preprocessing, Model Training, Model Evaluation, Transfer Learning, Convolutional Neural Networks, Transformers, MIL SIL Testing |

## About

```text
At TATA Elxsi, I developed a computer vision proof of concept to detect foreign objects and railway signals on rail tracks using YOLOv8.

I collected and labelled a custom rail-track asset dataset, then applied GenAI-assisted augmentation, image preprocessing, and annotation to improve dataset diversity and model robustness.

I built training and validation pipelines, trained the YOLOv8 model, and evaluated it with mAP and precision-recall metrics. I also wrote Python scripts to streamline training workflows and dataset management.

On TATA Elxsi’s image pre-processing automation project, I used an SDK to process and optimise raw images, apply enhancement and retouching techniques, and analyse histograms to address dead and over-brightened pixels. Earlier, I conducted SIL testing for ADAS-LTA and LDA features, re-simulated vehicle data, analysed events, raised issues, and prepared reports.
```

## Experience

### Engineer

[TATA Elxsi](https://himalayas.app/companies/tata-elxsi). Aug 2023 - Mar 2025

```text
Utilised SDK for processing and optimising raw image files to enhance visual quality. Implemented advanced image enhancement techniques and retouching methods. Analysed image data and plotted histograms for histogram equalisation.
```

Skills: Image-Processing, Computer-Vision, GIMP

### Associate Engineer

[TATA Elxsi](https://himalayas.app/companies/tata-elxsi). Jul 2022 - Jul 2023

```text
Conducted SIL testing for ADAS-LTA and LDA features using Gogeta. Re-simulated vehicle data, analysed events, raised issues, and prepared reports. Automated analysis steps with Python scripting for improved efficiency.
```

Skills: MIL-SIL-Testing, Python-scripting, Jira, Gogeta, ZF-Visual, Azure-Storage, SDF-Viewer

## Education

### Sri Krishna College of Arts and Science

Bachelor of Science, Electronics and Communications Systems. 2019 - 2022. Grade: 8.3 CGPA

```text
Bachelor of Science in Electronics and Communications Systems from Sri Krishna College of Arts and Science, Coimbatore, from 2019 to 2022.
```

## Tech stack

- Tableau
- Azure Storage
- NumPy
- Pandas
- OpenCV
- Visual Studio
- PyCharm
- Jira
- Python
- C++
- TensorFlow
- PyTorch
- scikit-learn
- Transformers
- Git

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

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