chamod nethmina
@chamodnethmina
I build AWS data pipelines, warehouses, and quality gates for reliable analytics.
What I'm looking for
I've built cloud-native data warehouses on AWS, including an Olist e-commerce pipeline that processes 1.5M+ rows across nine source tables using S3, Redshift Serverless, Airflow, dbt, Terraform, Docker, and Great Expectations. I designed its Bronze/Silver/Gold architecture, Kimball-style star schema, least-privilege IAM model, and data-quality gate to stop bad data before it reaches analytics.
As a final-year Data Science undergraduate at SLIIT, I've also delivered multi-source SSIS warehouses, SSAS OLAP cubes, Power BI reports, and an Airbnb price-prediction platform that improved R² from 0.57 to 0.773. I track engineering problems to their root cause and am looking to bring that approach to a data engineering internship.
Experience
Work history, roles, and key accomplishments
Data Engineering Project
Personal Project
Jan 2026 - Present (7 months)
Built an end-to-end AWS data warehouse processing 9 source tables (1.5M+ rows) through Bronze/Silver/Gold medallion architecture, with all infrastructure provisioned as code in Terraform. Modeled a Kimball-style star schema in dbt and enforced data quality with Great Expectations and dbt tests.
Team Leader
KiwiStay AI
Led a team to build an end-to-end Airbnb price prediction platform. Engineered 38 predictive features from a raw 85-column dataset and achieved R² = 0.773 with an XGBoost regressor.
Data Science Undergraduate
SLIIT
Final-year Data Science undergraduate at SLIIT with a GPA of 3.79/4.00 and five consecutive Dean's List semesters. Hands-on experience building cloud data pipelines and warehouses on AWS using Airflow, dbt, and Docker.
University Project
DataCo Supply Chain
Designed a star-schema warehouse (1 fact table, 5 dimensions) from a 180,000+ row dataset spanning SQL Server, pipe-delimited flat files, and Excel. Built a 3-package SSIS pipeline and resolved 6+ data quality issues.
Education
Degrees, certifications, and relevant coursework
Sri Lanka Institute of Information Technology
Bachelor of Science (Hons), Information Technology
Grade: 3.79/4.00
Pursuing a BSc (Hons) in Information Technology with a specialization in Data Science, maintaining a cumulative GPA of 3.79/4.00 and earning Dean's List honors for five consecutive semesters.
Dehiattakandiya National School
G.C.E. Advanced Level, Bio Science
Completed G.C.E. Advanced Level in the Bio Science stream with grades of B in Physics and Chemistry, and S in Biology.
Availability
Location
Authorized to work in
Website
chamodnethmina.netlify.appPortfolio
kiwistaypricepredict.streamlit.appJob categories
Skills
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