Data & AI Engineer — building pipelines that think,
lakehouses that scale, and ML models that matter.
I'm a Data & AI Engineer with 3+ years of hands-on experience building the kind of data infrastructure that actually gets used — end-to-end pipelines, scalable lakehouses, and ML systems that go to production.
My work spans Azure, AWS, Databricks, Spark, Snowflake, and a healthy dose of Python. I've worked across healthcare, financial services, and enterprise analytics — and I care deeply about data that's reliable, observable, and useful.
Three years across healthcare, financial services, and enterprise — always building things that scale.
ML project predicting patient readmissions — achieved 20% reduction through data-driven preventive measures using clinical history and treatment records.
15% lift in conversion rates and 10% drop in bounce rates through rigorous statistical hypothesis testing and user behavior analysis.
Processed 500K+ tweets with 98% efficiency using NLP transformers. Reduced analysis time by 40% enabling real-time social insights.
Spark MLlib ALS engine processing 2M+ interactions. Top-10 recommendations for 2M+ users with 0.87 RMSE on test set.
99.3% accuracy on 284K transactions using Decision Tree + SMOTE. Reduced fraud detection latency by 30% for real-time screening.
15% accuracy improvement analyzing 50K+ rows. Pipeline handles 1M+ rows with 30% reduced runtime through advanced preprocessing.
Classified 1,000+ wine samples into quality clusters using K-Means and DBSCAN with 15% higher segmentation accuracy.
Reduced data duplication by 30% through structured SQL cleaning, standardizing raw datasets for enhanced downstream reliability.
Interactive dashboards identifying sales trends — optimized product placement strategies resulting in 10% revenue increase.
95% accuracy in recommendations using collaborative filtering. 70% improved search speed with optimized database queries.
Full-stack Spring Boot app — 25% improved data accuracy, 40% reduced admin processing time, 30% better user satisfaction.
Looking for a Data or AI Engineer who actually ships? I'm open to full-time roles, contract work, and interesting collaborations.