# Oumaima Souguir

Oumaima Souguir is a remote worker on Himalayas, AI & Machine Learning Developer at Omdena, based in Tunisia.

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

```text
AI / Machine Learning Engineer at Omdena × HOT fAIr, exploring geospatial AI benchmarks for aerial imagery.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Tunisia |
| Authorized to work in | Tunisia |
| Salary expectations | 30k+ EUR |
| Job categories | Machine Learning Engineer, AI Engineer, Computer Vision Engineer |
| Skills | Machine Learning, AI, Geospatial AI, Computer Vision, Object Detection, RAG, Model Training and Evaluation, data preprocessing, Model Deployment, MLOps, Python, PyTorch, scikit learn, YOLOv8, Facebook DETR |
| Website | https://portfolio-l84u.vercel.app |
| Portfolio | https://portfolio-l84u.vercel.app |
| LinkedIn | https://linkedin.com/in/oumaimaprofile |
| GitHub | https://github.com/OumaimaSouguir158 |

## What I'm looking for

```text
I’m open to remote and international roles.
```

## About

```text
At Omdena × HOT fAIr, I’m contributing to the GeoBench geospatial AI benchmarking project. I’m exploring computer vision approaches for identifying trees, bridges, and solar panels in high-resolution aerial imagery, including dataset research, preprocessing, and model evaluation.

In my independent AI/ML projects, I built a RAG question-answering system over 500+ pages, reaching 0.83 faithfulness, and compared YOLOv8 with DETR on satellite imagery. I also packaged a machine learning model as a containerized FastAPI service.

At Satisfy Insight, I contributed to Python and Selenium automation for tourism contract workflows. My work also includes Android development at Hacktoad and a secure Angular and Node.js web app at IT Gate; I hold a Computer Science degree from CNAM Paris with Highest Honors.
```

## Experience

### AI & Machine Learning Developer (current)

Omdena. Oct 2026 - Present

```text
Selected to join the GeoBench project, a collaborative research and benchmarking initiative with HOT fAIr. Currently exploring computer vision and object detection approaches for identifying trees, bridges, and solar panels in aerial imagery.
```

Skills: Computer-Vision, Object-Detection, Open-Source-Development, Research, Benchmarking

### Independent AI & Machine Learning Project Developer (current)

Independent Projects. Jan 2026 - Present

```text
Developing research-oriented AI/ML projects, building Kaggle notebooks for EDA, preprocessing, feature engineering, and model training. Preparing for Kaggle competitions to benchmark models and improve experimentation skills.
```

Skills: Python, scikit-learn, PyTorch, Kaggle, EDA, Feature-Engineering, Model-Training, Model-Evaluation

### Automation & Process Optimization Developer

Satisfy Insight. Nov 2025 - Dec 2025

```text
Contributed to Python and Selenium automation of data collection, processing, and validation for tourism contract workflows, improving reliability and turnaround speed. Acted as a link between Satisfy Insight and Best Time Travel, supplying and verifying contract data.
```

Skills: Python, Selenium, Automation, Data-Processing, Data-Validation

### Product & Contract Coordinator

Best Time Travel. Oct 2025 - Dec 2025

```text
Managed 17 hotel allotment contracts with over 99% data accuracy on Sunhotels and WebBeds. Configured pricing rules, quotas, and booking conditions to optimize revenue yield.
```

Skills: Contract-Management, Pricing, Revenue-Optimization, Sunhotels, Webbeds

### Independent Cybersecurity Learner & Project Developer

Independent Projects. Jun 2024 - Jun 2025

```text
Structured self-directed study of cybersecurity fundamentals, application security, and API security, applied through hands-on projects. Explored security testing methodologies, vulnerability analysis, and secure software development.
```

Skills: Cybersecurity, Application-Security, API-Security, Security-Testing, Vulnerability-Analysis, Secure-Software-Development

### Mobile Developer Intern

Hacktoad. Jun 2023 - Jan 2024

```text
Developed secure Android apps in Kotlin using MVVM and RESTful APIs, following OWASP mobile guidelines with strong encryption. Worked in a remote Agile/Scrum team using Jira and Trello.
```

Skills: Kotlin, Android, MVVM, REST-APIs, OWASP, Encryption, Agile, Scrum, Jira, Trello

### Full-Stack Developer Intern

IT Gate. Jun 2022 - Jul 2022

```text
Built a secure web application using Angular 13, Node.js, and MongoDB with RSA/AES encryption and OAuth 2.0 authentication.
```

Skills: Angular, NodeJS, MongoDB, RSA, AES, OAuth, Web-Development

### API Security Intern

Lab-IT. Sep 2021 - Nov 2021

```text
Secured RESTful APIs with JWT/OAuth 2.0, configured NGINX with SSL certificates, and ran basic penetration tests.
```

Skills: REST-APIs, JWT, OAuth, Nginx, SSL, Penetration-Testing, Postman

## Education

### Coursera

Machine Learning Specialization, Machine Learning

```text
Currently completing the Machine Learning Specialization, covering key machine learning concepts and techniques.
```

### CNAM Paris

Licence STS, Computer Science. Grade: 16.97/20

```text
Licence STS in Computer Science with Highest Honors (Très Bien) and a grade of 16.97/20, earning 180 ECTS credits.
```

### Boosteno Tunisie

German Language Certificate, German Language. 2023 - 2024. Grade: A2 (CEFR)

```text
German language training from A1 to B2 levels, including a 90-hour A2 course and a 60-hour B2.2 intensive course.
```

## Tech stack

- Postman
- Selenium
- GitHub Actions
- NumPy
- Pandas
- MySQL
- PostgreSQL
- MongoDB
- Node.js
- OpenCV
- Jira
- JavaScript
- Python
- Kotlin
- PyTorch
- scikit-learn
- FastAPI
- Snort
- Wireshark
- Trello
- TypeScript
- Git
- Docker
- NGINX
- SQL
- Hugging Face
- Nmap
- LangChain
- Pydantic
- OpenAI API
- Bash
- Faiss
- Roboflow
- Sentence Transformers
- Seaborn
- Android
- Matplotlib
- Retrieval-Augmented Generation (RAG)
- REST APIs

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

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