Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Hi, I'm Albert Cheng, a Senior Data Engineer and Analyst with 8+ years of experience delivering scalable data solutions in healthcare, e-commerce, and marketing. I design robust data pipelines, integrate EHR systems, and transform complex data into actionable insights using tools like Databricks, Snowflake, AWS, and Python. I’m passionate about improving patient outcomes and reducing costs through automation and data-driven decision making. I build executive dashboards with Tableau and Power BI, champion data quality and security, and collaborate with product, clinical, and DevOps teams to turn business needs into reliable data products.…Hi, I'm Albert Cheng, a Senior Data Engineer and Analyst with 8+ years of experience delivering scalable data solutions in healthcare, e-commerce, and marketing. I design robust data pipelines, integrate EHR systems, and transform complex data into actionable insights using tools like Databricks, Snowflake, AWS, and Python. I’m passionate about improving patient outcomes and reducing costs through automation and data-driven decision making. I build executive dashboards with Tableau and Power BI, champion data quality and security, and collaborate with product, clinical, and DevOps teams to turn business needs into reliable data products.

Albert Cheng

Data Scientist, Data Analyst, Full Stack Developer, +2





Hi, I'm Albert Cheng, a Senior Data Engineer and Analyst with 8+ years of experience delivering scalable data solutions in healthcare, e-commerce, and marketing. I design robust data pipelines, integrate EHR systems, and transform complex data into actionable insights using tools like Databricks, Snowflake, AWS, and Python. I’m passionate about improving patient outcomes and reducing costs through automation and data-driven decision making. I build executive dashboards with Tableau and Power BI, champion data quality and security, and collaborate with product, clinical, and DevOps teams to turn business needs into reliable data products.…Hi, I'm Albert Cheng, a Senior Data Engineer and Analyst with 8+ years of experience delivering scalable data solutions in healthcare, e-commerce, and marketing. I design robust data pipelines, integrate EHR systems, and transform complex data into actionable insights using tools like Databricks, Snowflake, AWS, and Python. I’m passionate about improving patient outcomes and reducing costs through automation and data-driven decision making. I build executive dashboards with Tableau and Power BI, champion data quality and security, and collaborate with product, clinical, and DevOps teams to turn business needs into reliable data products.

Available to hire

Hi, I’m Albert Cheng, a Senior Data Engineer and Analyst with 8+ years of experience delivering scalable data solutions in healthcare, e-commerce, and marketing. I design robust data pipelines, integrate EHR systems, and transform complex data into actionable insights using tools like Databricks, Snowflake, AWS, and Python. I’m passionate about improving patient outcomes and reducing costs through automation and data-driven decision making.

I build executive dashboards with Tableau and Power BI, champion data quality and security, and collaborate with product, clinical, and DevOps teams to turn business needs into reliable data products.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Senior Data Engineer at HealthSnap, Inc

June 1, 2020 - Present

Developed scalable data pipelines using Databricks and Apache Spark to process large volumes of patient-generated health data from wearables, enabling real-time and batch processing for 100,000+ patients with high availability and low latency. Led EHR integration via FHIR/HL7 interfaces connecting 80+ major EHR systems (Epic, Cerner, Allscripts) to unify patient records and improve care coordination. Implemented HIPAA and HITRUST-compliant pipelines on AWS S3, Snowflake, and AWS RDS with encryption at rest and in transit. Built analytics dashboards in PostgreSQL/Python for ETL into Snowflake, and delivered Tableau and Power BI insights. Implemented real-time monitoring and alerting using CloudWatch and SNS, reducing intervention time. Automated billing/revenue cycle data extraction using PostgreSQL, AWS Glue, and Lambda for CPT codes and eligibility data, cutting manual effort by 40%. Built scalable Snowflake infrastructure for large datasets and optimized queries with Python/SQL. Stre

Analytics Engineer at SupplyHog

March 1, 2018 - June 1, 2020

Built and maintained a centralized cloud data warehouse on BigQuery for sales, inventory, and user data; established a reliable foundation for business insights and reduced reporting latency by 30%. Automated ETL pipelines with Cloud Composer (Airflow) and dbt, leveraging Python (pandas, requests, sqlalchemy) to improve data processing speed and accuracy by 40%. Implemented real-time event tracking with Google Analytics and Segment, enabling targeted UX optimizations that reduced cart abandonment by 15%. Delivered interactive dashboards in Looker, providing real-time visibility into product performance, inventory, and vendor fulfillment. Standardized key ecommerce metrics (AOV, GMV, conversion rate) across marketing and product teams, improving measurement consistency. Established data quality monitoring with Great Expectations and custom Python scripts, reducing incident response time by 25%. Led vendor performance analyses using Cloud SQL (PostgreSQL) and BigQuery to identify supply

Data Analyst at Oceans Healthcare

July 1, 2016 - March 1, 2018

Transitioned from paper records to digital WellSky EHR and SQL-based workflows, defining data standards for consistent patient care tracking across facilities. Built operational dashboards with Power BI and SQL to monitor referrals and admissions, driving workflow efficiency. Created clinical quality reports with Tableau/Power BI to analyze treatment outcomes and safety, supporting quality improvement initiatives. Streamlined referral/intake processes using SQL and Concord Connect, identifying bottlenecks to improve conversion rates. Collaborated with cross-functional teams to align clinical outcomes with financial performance, informing resource planning.

Marketing Analyst at Shop LC

January 1, 2015 - July 1, 2016

Built customer segmentation frameworks using Salesforce Marketing Cloud and Google Analytics to optimize targeted marketing across broadcast and e-commerce channels. Developed channel attribution models connecting TV data with web analytics to improve ROI forecasting and marketing budget allocation. Led campaign performance reporting with Power BI to guide leadership decisions, contributing to a sales increase during peak promotions. Supported ecommerce transition by integrating digital ad tracking tools (TikTok Pixel and Salesforce Marketing Cloud), enabling growth in digital channel revenue. Optimized product category analysis to inform inventory strategies and maximize revenue per customer.