Emilio Yamil R.

Key Skills

Software

Dataloop

Hasty

Label Studio

Mindrift

Mighty AI

Mercor

Micro1

Top Subject Matter

1. Finance – Banking, Payments, Risk & Fraud Detection

2. Insurance – Claims, Policy Administration & Underwriting

3. Software Engineering – Backend, APIs, Microservices & Cloud Platforms

Top Data Types

Computer Code Programming

Image

Video

Top Task Types

Polygon

Classification

Segmentation

Point/Key Point

Object Detection

Text Summarization

Transcription

Evaluation/Rating

Freelancer Overview

Software Engineer (Full-Stack). Brings 11 years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor's degree, Tecnológico de Monterrey (2016).

Labeling Experience

AI Training Data Annotation – Java/Spring Boot & Full Stack Code Review

TextComputer Programming/Coding

Annotated and reviewed programming-related datasets used for AI model training and evaluation. The work focused on Java, Spring Boot, REST APIs, microservices, SQL/PostgreSQL, Angular, TypeScript, cloud deployment, and production debugging scenarios. Tasks included labeling code quality, identifying bugs, validating expected outputs, reviewing API logic, classifying technical issues, improving prompt/response quality, and checking whether AI-generated code followed clean architecture, security, testing, and maintainability standards. I also used my real production experience with financial and insurance platforms to evaluate answers involving backend systems, distributed services, authentication, messaging with Kafka/RabbitMQ, CI/CD, observability, and incident response.

2023 - Present

Education

Work History