Lean Louiel Alzate Peria

Quezon City, PH (remote)

• ▸Contributed to development of microservices supporting IDP IELTS booking and identity verification services
• ▸Worked on REST API backend codebase in Python using AWS Lambda and AWS infrastructure
• ▸Developed mobile app backend for real-time identity verification at IELTS test centers, processing hundreds of verifications per day

Makati City, PH

• ▸Migrated risk management analytics ETL from SAS to AWS using pyspark code
• ▸Set up data pipeline as AWS Glue jobs loading into Redshift
• ▸Analyzed and improved risk analysis processes

Quezon City, PH (remote)

• ▸Developed analytics pipelines of e-commerce data into dashboards
• ▸Created web scraping backend leveraging large language models
• ▸Developed a real estate property recommender system using machine learning methods
• ▸Contributed to development of ETL jobs in Django backend

Paranaque City, PH

• ▸Developed customer headcount forecast model for table game allocation planning
• ▸Created behavior clustering model for slot games with data-driven recommendations
• ▸Produced dashboards, performance reports, and database ETL in Python
• ▸Designed and proposed promotions based on projected customer gaming activity

Remote

• ▸Developed regression model for predicting click-through rate based on keywords
• ▸Contributed to model deployment in AWS as REST API in Flask