🎯 AWS Certified Data Engineer | Data Analytics Specialist | ML & ETL Pipeline Builder
I design and optimize data pipelines, analytics platforms, and ML workflows that turn massive, messy datasets into insights that drive action — in healthcare, finance, and enterprise systems.
I believe data is only powerful when it drives measurable impact.
From cutting ETL latency by 65% to uncovering millions in savings through analytics,
I focus on building scalable, reliable, and compliance-ready solutions that solve real-world problems.
| Languages | Cloud & Platforms | Data/ML Stack |
|---|---|---|
| Python • SQL • Bash | AWS (S3, Redshift, Athena) • Docker • Git | Airflow • Pandas • scikit-learn • Power BI • Tableau |
| T-SQL • PL/SQL | Snowflake • PostgreSQL • MS SQL Server | Spark • Hadoop |
🏥 Healthcare Compliance & Analytics Dashboard
- Built HIPAA-compliant ETL pipelines (Python + SQL) to clean, validate, and model 15M+ healthcare records.
- Designed 12+ Power BI dashboards, cutting manual reporting time by 40% and improving operational decision-making.
🚆 Real-Time Public Transit Data Platform
- Developed an AWS Lambda + Airflow streaming pipeline for GTFS feeds, reducing data refresh delays from 15 minutes to near real-time.
- Enabled predictive maintenance insights for city transit systems.
📊 Financial Risk & Forecasting Engine
- Created an XGBoost + time series forecasting model to identify SME revenue drop risks post-COVID.
- Delivered a self-service analytics dashboard that improved policy decision turnaround times.
🎓 University Career Performance Analytics
- Automated ETL workflows processing 10M+ student records into Snowflake models for accreditation KPI tracking.
- Enabled 100+ staff to self-serve analytics through Tableau, reducing prep time by 60%.
- 📊 Building Scalable ETL Pipelines with AWS & Airflow — Case study based on production healthcare data workflows (In Progress)
- 🛠 Power BI for Compliance & Operational Dashboards — Internal training materials and best practices (Upcoming)
- 📈 Optimizing Real-Time Data Streams for Transit Systems — Technical blog series (Planned)
- Building real-time, high-volume data pipelines for enterprise and public systems.
- Publishing practical engineering & analytics content that blends ML, compliance, and business impact.
📎 LinkedIn 📬 Email 💻 Portfolio coming soon
🔁 "Don’t just code — create outcomes."