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Challenge V

@challengev

I’m a full stack engineer specializing in production APIs and AI model training workflows.

Philippines
Message

What I'm looking for

I’m looking for a role where I can build reliable production APIs and dashboards, integrate AI-assisted features, and improve quality through solid CI/CD, testing, and troubleshooting. I thrive in teams that value clean architecture and clear documentation.

I’m a Full Stack Software Engineer with over 4 years of experience building web applications, backend services, internal platforms, and cloud-based solutions, plus contract experience in AI model training and behavioral data tasks. I bring a strong foundation in Python, TypeScript, JavaScript, SQL, React, Node.js, REST APIs, microservices, and PostgreSQL.

At Effective, I built and maintained enterprise web applications end-to-end—developing backend APIs and microservices for analytics, reporting, authentication, and workflow automation. I integrated AI-assisted functionality using the OpenAI API, implemented event-driven communication with secure role-based access controls, configured CI/CD with automated tests, and optimized SQL queries and backend logic to improve performance.

I’ve also worked as an AI Model Training Specialist where I created prompt-response examples, evaluated AI-generated responses for correctness and compliance, and rewrote weaker outputs into stronger references. I identified hallucinations and logical errors, applied detailed annotation guidelines and quality controls, and delivered structured feedback to improve model reliability and response quality.

Experience

Work history, roles, and key accomplishments

EF
Current

Full Stack Software Engineer

Effective

Mar 2024 - Present (2 years 4 months)

Built and maintained enterprise web applications, including backend APIs and microservices for analytics, reporting, authentication, and workflow automation. Integrated AI-assisted functionality and implemented CI/CD with automated testing and deployment validation.

RE

AI Model Training Specialist

Revelo

Mar 2025 - May 2026 (1 year 2 months)

Created prompt-response examples and completed behavioral data tasks to improve model instruction-following, clarity, consistency, and safety. Evaluated model outputs, identified issues such as hallucinations and instruction misunderstandings, and produced structured training data with quality control.

Education

Degrees, certifications, and relevant coursework

University of the Philippines Diliman logoUD

University of the Philippines Diliman

Bachelor's Degree in Computer Science, Computer Science

2021 - 2023

Bachelor’s degree in Computer Science at the University of the Philippines Diliman from September 2021 to June 2023.

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