# ben othmen ons

ben othmen ons is a remote worker on Himalayas, AI Engineer at Quermes, based in Tunisia.

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

```text
AI Engineer at Quermes who cut daylight-saving anomaly false alerts from 24.7% to 1.2%.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Tunisia |
| Authorized to work in | Tunisia |
| Salary expectations | 33k+ USD |
| Job categories | AI Engineer, Machine Learning Engineer, Generative AI Engineer |
| Skills | AI, Machine Learning, Anomaly Detection, Time Series, Statistical Methods, RAG, Agentic Workflows, LLM Evaluation, Python, SQL, Pandas, NumPy, scikit learn, BERT, PyTorch |
| Website | https://benothmenons.netlify.app |
| LinkedIn | https://linkedin.com/in/ons-ben-othmen |
| GitHub | https://github.com/benothmenons |

## About

```text
At Quermes, I reduced false alerts during daylight-saving time changes from 24.7% to 1.2% in an anomaly-detection system, checking results against the database. I also put a FastAPI-served RAG architecture into production.

At Vermeg, I built an agentic workflow that turns documents into structured information and delivered results to business teams through a dashboard. The workflow combined entity extraction, classification, document analysis, and vector search in secured Python microservices.

I'm building Distill, an open-source pipeline to fine-tune and evaluate an open-weight model for a plant-operations copilot. My evaluation protocol includes grounding checks, leak-free and noisy test sets, and regression tests.
```

## Experience

### AI Engineer (current)

Quermes. Jul 2025 - Present

```text
Cut false alerts on daylight-saving time changes from 24.7% to 1.2% in an anomaly-detection system on 22 months of multivariate data. Put a FastAPI-served RAG architecture into production.
```

Skills: Python, SQL, Anomaly-Detection, Statistical-Methods, fastAPI, RAG, Time-Series

### AI Engineer Intern

Vermeg. Feb 2025 - Aug 2025

```text
Built a CrewAI agentic workflow that turns documents into structured information, including entity extraction, classification, and analysis. Deployed as secured Python microservices with results delivered to business teams through a dashboard.
```

Skills: Crew-AI, SpaCy, BERT, PyTorch, Hugging-Face, Ollama, Lang-Chain, ChromaDB, Python, Docker, GitLab-CI-CD, JWT, OAuth

### Cloud & API Engineer Intern

GoPartner. Jul 2024 - Sep 2024

```text
Benchmarked three OCR services on accuracy and throughput with an automated test protocol, which guided the provider choice.
```

Skills: AWS, Google-Cloud-Vision-API, Azure, OCR, Benchmarking, Testing-Automation

## Education

### ESPRIT

Engineering degree, Software Engineering. 2022 - 2025

```text
Engineering degree in Software Engineering (Diplôme d'ingénieur) from ESPRIT, Tunis, from 2022 to 2025.
```

### IPEIT

Preparatory classes, Mathematics and Physics. 2020 - 2022

```text
Preparatory classes in mathematics and physics from IPEIT, Tunis, from 2020 to 2022.
```

## Tech stack

- GitHub Actions
- NumPy
- Pandas
- Python
- PyTorch
- scikit-learn
- FastAPI
- SpaCy
- Git
- Docker
- SQL
- Hugging Face
- LangChain
- Ollama
- ChromaDB
- Pydantic
- CrewAI
- vLLM
- Llama.cpp
- LangGraph
- Model Context Protocol (MCP)
- Retrieval-Augmented Generation (RAG)
- AWS
- Azure

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

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