# tasos gousias

tasos gousias is a remote worker on Himalayas, Product Engineering Intern at BETA CAE Systems, based in Greece.

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

```text
AI conversation and model evaluator at BETA CAE Systems who benchmarked machine learning models against high-fidelity simulation results.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Greece |
| Authorized to work in | Greece |
| Salary expectations | 40k+ EUR |
| Job categories | AI Model Evaluator, Mechanical Engineer, Product Engineering Intern |
| Skills | AI model evaluation, Machine Learning Training, Model Validation, Conversational AI Testing, Side By Side Evaluations, Edge Case Detection, Qualitative Feedback Writing, Quantitative Analysis, Parametric Evaluation, Finite Element Analysis, Model Benchmarking, Data Extraction, CSV, Python, KOMVOS |

## About

```text
At BETA CAE Systems, I designed and ran parametric evaluation studies comparing low- and high-fidelity simulation models. I looked for accuracy gaps and edge-case behavior across varied parameters.

I trained and evaluated regression and classification models in KOMVOS, benchmarking baseline predictions against high-fidelity reference results. I also automated data extraction into standardized CSV datasets and documented comparative findings under strict testing protocols.

For my master's thesis, I co-developed an automated lyophilization cart validation system as part of a two-person team. We validated structural performance against operational safety criteria, and I authored technical specifications.

In analytical projects, I automated and evaluated more than 100 simulation configurations against analytical solutions, and programmed a MATLAB finite element solver whose outputs I cross-validated against commercial simulation benchmarks.
```

## Experience

### Product Engineering Intern

BETA CAE Systems. May 2026 - Oct 2026

```text
Designed and executed parametric evaluation studies comparing low-fidelity and high-fidelity simulation models. Trained and evaluated machine learning models in KOMVOS, and automated data extraction into standardized CSV datasets.
```

Skills: Machine-Learning, KOMVOS, Python, Matlab, Abaqus, Ansys, ANSA, Solidworks, Inventor, CSV, Data-Extraction, Testing-Protocols

## Education

### Aristotle University of Thessaloniki

MEng/MSc, Mechanical Engineering. 2020 - Present. Grade: 8.68 / 10

```text
Pursuing an integrated MSc and MEng in Mechanical Engineering with a grade of 8.68/10, expected to complete in December 2026.
```

### University of Michigan

ECPE C2 Certificate of Proficiency in English, English

```text
Earned the ECPE C2 Certificate of Proficiency in English.
```

### Goethe-Institut

Goethe-Zertifikat C1, German

```text
Earned the Goethe-Zertifikat C1 in German.
```

### Coursera

Certificates, Data Analysis, Azure DevOps, FEA

```text
Completed courses in Data Analysis using Microsoft Excel, Azure DevOps Boards, and FEA Convergence & Nonlinear Post-Processing.
```

## Tech stack

- Python
- MATLAB
- Gemini
- Microsoft Excel
- SOLIDWORKS
- ChatGPT
- Ansys

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

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