# Manuel Silva

Manuel Silva is a remote worker on Himalayas, Integration Engineer at Ericsson, based in Mexico.

Source: https://himalayas.app/@manuelsilva2

```text
Data Analyst Jr with Ericsson experience, who automated data validation and cut manual analysis time by 40%.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Mexico |
| Authorized to work in | Mexico |
| Salary expectations | 80k+ MXN |
| Job categories | Data Analyst |
| Skills | Data Analysis, Exploratory Data Analysis, Data Cleaning, Data Structuring, Data Validation, Data Visualization, Dashboard Development, Report Generation, Data processing automation, Operations Insights, incident analysis, SQL, Python, Pandas, NumPy |

## What I'm looking for

```text
I’m looking to contribute my analytical skills and continue learning in a Data Analyst Jr role.
```

## About

```text
At Ericsson, I analyzed large volumes of traffic traces, metrics, and event logs to identify bottlenecks and surface operational insights for critical systems serving Telcel, Liberty, and Claro PR.

I developed Python scripts to clean, structure, and automatically validate data, reducing manual analysis time by 40%. I also implemented real-time monitoring dashboards and prepared reports to support SLA compliance and technical decision-making.

In my data analysis projects, I designed exploratory data analysis workflows and used Pandas, NumPy, and Matplotlib to clean, structure, and visualize information for reports.

I also created Python and SQL scripts for data processing and validation, and documented Jupyter Notebooks for data modeling and report automation. I hold a degree in Communications and Electronics Engineering from IPN ESIME Zacatenco and completed a Python programming course at Tecnológico de Monterrey.
```

## Experience

### Integration Engineer

[Ericsson](https://himalayas.app/companies/ericsson). Sep 2019 - Jul 2025

```text
Processed and analyzed large volumes of traffic traces, metrics, and event logs to identify bottlenecks and extract operational insights for multinational operators. Developed Python scripts for data cleaning, structuring, and validation, reducing manual analysis time by 40%.
```

Skills: Python, SQL, Data-Analysis, Pandas, NumPy, Matplotlib, Automation, Dashboarding, Monitoring, Incident-resolution

## Education

### Tecnológico de Monterrey

Curso de Programación en Python, Programming

```text
Completed a Python programming course in May 2026.
```

### Instituto Politécnico Nacional (IPN) ESIME Zacatenco

Ingeniería en Comunicaciones y Electrónica, Communications and Electronics. 2011 - 2018

```text
Earned a degree in Communications and Electronics Engineering from 2011 to 2018.
```

## Tech stack

- GitHub
- NumPy
- Pandas
- PyCharm
- Python
- Visual Studio Code
- Git
- SQL
- Bash
- Matplotlib

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

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