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Gerardo Montes

Gerardo Montes

Full-Stack Developer - Simulation & Automation

VENEZUELA flag
Mérida , Venezuela
$15.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code ProgrammingComputer Code Programming
TextText

Top Label Types

Entity Ner Classification
Classification
Data Collection

Freelancer Overview

I am a Systems Engineering student and full-stack developer with hands-on experience in building and optimizing data-driven systems, including simulation environments and automated reporting tools. My background includes developing complex scripts and managing databases, with a strong focus on data accuracy and process automation. I have worked extensively with technologies such as Python, SQL, and RFID for real-time data capture and precise data processing, achieving up to 99.9% accuracy in automated timing systems. My experience in managing server infrastructure and implementing scalable web applications has strengthened my attention to detail, making me adept at ensuring high-quality data labeling and annotation for AI training datasets. I am comfortable working with large datasets, optimizing workflows, and leveraging my technical skills to support reliable and efficient AI development.

Entry LevelEnglishRussianSpanish

Labeling Experience

Named Entity Recognition & Logic Annotation for RFID Sensor Data

OtherComputer Code ProgrammingClassificationData Collection
Managed the annotation and cleaning of large datasets captured via RFID sensors for running, trail, hyrox and cycling events. My work involved identifying and labeling specific data entities (timestamps and athlete IDs) with a 99.9% accuracy rate. Developed automated validation scripts to ensure chronological consistency and remove sensor noise from the final training set.

Managed the annotation and cleaning of large datasets captured via RFID sensors for running, trail, hyrox and cycling events. My work involved identifying and labeling specific data entities (timestamps and athlete IDs) with a 99.9% accuracy rate. Developed automated validation scripts to ensure chronological consistency and remove sensor noise from the final training set.

2024

Logic Validation and Code Annotation for Simulation Scripts

OtherComputer Code ProgrammingEntity Ner Classification
Audited and labeled complex logical patterns within Lua and JavaScript datasets to ensure system stability. Performed text categorization of script functions to identify and correct anomalies in automated data inputs, improving backend efficiency and reducing latency.

Audited and labeled complex logical patterns within Lua and JavaScript datasets to ensure system stability. Performed text categorization of script functions to identify and correct anomalies in automated data inputs, improving backend efficiency and reducing latency.

2024 - 2025

Education

U

Universidad de Los Andes

Bachelor of Science, Systems Engineering

Bachelor of Science
2014 - 2025

Work History

O

Onbike Vencer

Technical Director

Mérida
2024 - Present
B

Byter City RP

Founder and Lead Developer

Mérida
2024 - 2025