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# Bricio Blancas Salgado

**Headline:** \-\-
**Profession:** Manufacturing Technician
**Location:** Vista, California, United States

## About

Bricio Blancas Salgado is a Manufacturing Technician at GenMark Diagnostics and is building toward early\-career backend and full\-stack software roles\. Bricio is strongest in selecting lightweight technology stacks that fit smaller applications, developing backend services with FastAPI, and connecting practical application development with machine\-learning work\. Bricio built a browser\-extension frontend designed to work in both Chrome and Firefox, alongside a FastAPI backend using properly implemented endpoints\. In an AI misinformation\-checking project, Bricio fine\-tuned a BERT model and addressed weak results by expanding the training data\. Bricio also identified model drift as a central challenge and used incremental dataset updates to improve the model’s accuracy over time\. Bricio is interested in internships and other early\-career opportunities rather than senior full\-time positions, including remote opportunities\.

## Highlights

- Works as a Manufacturing Technician at GenMark Diagnostics\.
- Built a browser\-extension frontend designed to work across Chrome and Firefox\.
- Built backend functionality with FastAPI, including properly implemented endpoints\.
- Fine\-tuned a BERT model for misinformation detection\.
- Improved misinformation\-model accuracy through incremental dataset updates\.
- Diagnosed weak model results and expanded the training data\.
- Identified model drift as a core challenge in misinformation detection\.
- Selects lightweight technology stacks appropriate for smaller applications\.
- Is open to remote work opportunities\.
- Is pursuing internships and other early\-career roles rather than full\-time senior positions\.

## Experience

- **Manufacturing Technician at GenMark Diagnostics**

## FAQ

### What does Bricio do?

Bricio Blancas Salgado is currently a Manufacturing Technician at GenMark Diagnostics\. Bricio is also developing toward early\-career backend and full\-stack software roles\.

### What are Bricio’s core technical strengths?

Bricio’s strengths include choosing appropriate lightweight technology stacks for smaller applications, building FastAPI backends, and developing browser\-extension frontends\.

### What browser\-extension work has Bricio completed?

Bricio built a browser\-extension frontend that works across both Chrome and Firefox browsers\.

### What backend experience does Bricio have?

Bricio built backend functionality with FastAPI and learned how to implement endpoints properly\.

### What machine\-learning project has Bricio worked on?

Bricio fine\-tuned a BERT model for misinformation detection\. When results were weak, Bricio expanded the training data and used incremental dataset updates to improve accuracy\.

### How has Bricio approached model drift?

Bricio recognized model drift as a core challenge for the misinformation\-detection model and addressed the need for ongoing improvement through incremental data updates\.

### What kinds of roles is Bricio seeking?

Bricio prefers internships and other early\-career roles rather than full\-time senior positions\.

### Is Bricio open to remote work?

Yes\. Bricio is open to remote work opportunities\.

### How does Bricio approach technology\-stack selection?

Bricio prefers using lightweight technology stacks when they are appropriate for the scope of smaller applications\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/briciob

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