A timeline built for fast trust.A timeline built for fast trust.

Alignerr

Freelance / Remote (Indonesia)

Current

Worked on AI model improvement projects involving data labeling, prompt optimization, and automation of dataset workflows. Contributed to stronger model accuracy through high-quality data preparation and prompt testing.

• Reviewed and labeled AI-generated code outputs against task requirements.
• Evaluated code functionality, logic, completeness, and test-case behavior across programming tasks.
• Maintained labeling accuracy and consistency through careful analysis and project guideline adherence.
• Provided feedback on common error patterns in AI code generation.
• Identified ambiguous instructions, edge cases, and mislabeled examples to improve datasets.
• Helped refine prompt structures for better model understanding of programming tasks.

EBIT

Freelance / Remote (Indonesia)

Current

Contribute to training and evaluating large language models by solving programming tasks, reviewing AI-generated code, developing test cases, and designing benchmark tasks for agentic software engineering evaluation.

• Evaluated AI-generated code for correctness, efficiency, readability, and adherence to task requirements.
• Solved algorithmic and software engineering problems across multiple programming languages.
• Developed comprehensive test cases to validate functionality, edge cases, and code robustness.
• Provided clear technical explanations and human-readable rationales for evaluation decisions.
• Identified logical errors, performance issues, and opportunities to improve AI-generated solutions.
• Collaborated on annotation and evaluation workflows to enhance LLM coding performance and reliability.
• Designed reproducible benchmark tasks, validation pipelines, and scoring workflows for agentic AI software engineering evaluations.

G2i Inc.

Freelance / Remote (Indonesia)

Current

AI model improvement role focused on data labeling, prompt optimization, generated-code review, and dataset workflow quality.

• Reviewed and labeled AI-generated code outputs against task requirements.
• Evaluated logic, functionality, completeness, and test results across programming workflows.
• Maintained consistent labeling quality through guideline-driven review.
• Contributed prompt and dataset feedback to improve model accuracy.
• Identified edge cases and ambiguous instructions in AI coding tasks.

Outlier

Freelance / Remote (Indonesia)

Completed

Contributed to LLM training and evaluation projects focused on coding, reasoning, RLHF-style review, response ranking, prompt refinement, and agentic AI validation.

• Evaluated and ranked AI-generated coding responses for correctness, logic, efficiency, and instruction following.
• Reviewed outputs across Python, JavaScript, PHP, Java, and Golang.
• Performed response validation, bug identification, and edge-case analysis to improve model reliability.
• Contributed to Claude AI training and OpenClaw evaluation workflows.
• Verified test cases and dataset consistency for model training quality.
• Worked on agentic AI and function-calling evaluation tasks with emphasis on workflow accuracy.

PT. Bank Negara Indonesia (Persero) Tbk.

Contract / BNI Tower, Central Jakarta

Completed

Developed, maintained, and refactored web applications for credit-card transaction analytics and portfolio management, supporting data-driven decisions across banking operations.

• Built full-stack application logic and APIs using PHP, Laravel, and JavaScript.
• Optimized MS SQL Server operations with PL/SQL stored procedures and SQL Server Agent jobs.
• Automated ETL workflows with Python and Go for large reporting datasets.
• Used Redis for caching and temporary data storage to improve application performance.
• Translated complex business requirements with data teams into scalable software solutions.

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PT. Bank Negara Indonesia (Persero) Tbk.

Contract / BNI Tower, Central Jakarta

Completed

Maintained and improved ICONS, a mission-critical centralized online banking system used by BNI branches in Indonesia, Tokyo, Singapore, and Hong Kong.

• Maintained and enhanced system modules for evolving business needs across multiple regions.
• Resolved critical bugs and performance issues to keep banking services stable.
• Collaborated with internal teams and international stakeholders on features, usability, and compliance.
• Conducted routine system updates and QA testing to reduce deployment disruption.
• Managed Oracle and PL/SQL database queries and data handling operations.

PT. Mitra Integrasi Informatika

Contract / APL Tower, West Jakarta

Completed

Collaborated with PT. Bank Negara Indonesia to design, develop, optimize, and integrate internal applications for business, marketing, and financial workflows.

• Developed and maintained backend and frontend services for data processing and reporting workflows.
• Implemented data-driven features that delivered marketing and financial analysis insights.
• Refactored and optimized legacy code for performance, scalability, and maintainability.
• Worked in cross-functional teams to deliver high-quality releases under tight timelines.

PT Angkasa Pura 1 (Persero)

Internship / El Tari Airport Kupang, NTT

Completed

Supported server and network administration for airport infrastructure, then initiated a web application to digitize prohibited and lost item tracking.

• Monitored server health, network connectivity, and hardware performance across airport services.
• Diagnosed server, network, and configuration issues to reduce operational disruption.
• Maintained access control, firewall rules, and system security policies.
• Built real-time logging for confiscated and lost property incidents.
• Replaced paper-based records with a searchable digital database.
• Improved coordination between security, operations, and lost-and-found teams.

PT Compro Kotak Inovasi

Internship / Duta Merlin, Central Jakarta

Completed

Developed a web-based admin dashboard for an e-commerce platform, covering sales tracking, inventory management, customer analytics, reporting, and secure administration.

• Built RESTful APIs for real-time dashboard data including sales graphs, order statistics, and inventory levels.
• Implemented KPI visualization and analytics features in user-friendly tables and charts.
• Designed authentication and role-based access control for sensitive administrative features.
• Optimized SQL queries and cached frequent API responses to improve load times.
• Collaborated with UI/UX designers to deliver responsive web experiences.

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