Machine Learning Contributor (Freelance) at Shipd - Project Eris

Developed original machine learning benchmark challenges by researching datasets and proposing novel problem statements to evaluate reasoning limits of frontier AI models. Created comprehensive technical rubrics covering data handling, validation strategies, and code-quality standards to ensure objective performance and rigorous platform evaluation. Implemented advanced solutions by optimizing model architectures and methodologies to surpass performance thresholds and achieve strong results on global leaderboards.

Data Analyst Intern (MagangHub) at PT Rakamin Kolektif Madani

Built an LLM workflow to extract employee skill profiles from job roles, improving role migration consistency and accelerating HR benchmarking by mapping roles to the Mercer Job Architecture. Automated about 70% of manual workflows for promotional product distribution, regional allocation, and centralized monitoring using Google Apps Script. Built 7+ SQL data pipelines and analytics dashboards for applicant tracking, mentoring sessions, and workforce analytics to centralize reporting and support data-driven operational decisions.

Delivered 10+ end-to-end freelance projects including data scraping, data annotation, data processing, and machine learning model development for client research and data-driven initiatives. Managed full project lifecycle independently from data collection to production-ready models aligned with client requirements. Built a Roblox game from scratch and created a Google Apps Script workflow to capture and manage in-game quiz data into Google Sheets, adding automation and data pipeline integration.