Data Engineering · Data Science · Machine Learning
Data Science. Engineering.
Community Impact.
Data Engineer and Scientist building ethical, community-centered data systems for socioeconomic, educational, and environmental impact. Physicist and philosopher by training. Community-driven by design.
About
Data Engineer and Scientist with 4+ years across enterprise, research, and nonprofit environments. I've built cloud-native ETL/ELT pipelines with Databricks, Kafka, Delta Lake, dbt, and Snowflake, and designed end-to-end machine learning workflows from data collection to predictive modeling and visualization. Committed to FERPA- and HIPAA-aligned governance, applied statistical rigor, and analytical systems that translate complex data into trustworthy, actionable decisions. A physicist and philosopher by training, I bring an ethics-informed lens to secure, resilient, and reproducible data systems.
Python SQL Bash JavaScript PySpark Databricks dbt Kafka Snowflake
More about me →Projects
Field notes from real pipelines and the code that ran them.
- Building a Real-Time School Climate & Equity Analytics Platform Jan 2026
- From Chaos to Clarity: A Lightweight Multilanguage ETL Pipeline for Excel ↔ SharePoint Integration Jul 2025
- Regression Analysis for SARS-CoV-2 RNA Concentrations in NYC Wastewater Aug 2024
- Student Adaptability Level Classifier in Online Education Jul 2023
Experience
The short version. The full story lives on the resume page.
Partnership With Children
- FERPA-compliant automated ETL pipeline migrating protected student records. Transformed a month-long manual workflow reduced to 7 minutes.
- Consolidated 10+ years of NYSED, InfoHub, and internal datasets, reconciling discrepancies to within 0.5% across 30,000+ NYC students.
Python JavaScript SQL Bash
Neuromatch
- Three research cohorts: gradient-free Node Perturbation learning benchmarked against Backprop (99% MNIST accuracy), GLMs decoding mouse visual cortex behavior, and NLP pipelines over 1.5M+ captions feeding a peer-reviewed publication.
Python PyTorch HuggingFace
Annalect
- Optimized Airflow-orchestrated pipelines for pharma and media clients, cutting data latency 30%; terabyte-scale ETL/ELT across AWS.
Python SQL Apache Airflow AWS PySpark
The Knowledge House
- Teaching Python, data science, web development, generative AI, and cybersecurity to teen and adult learners; developed responsible AI and digital literacy curriculum.
Python JavaScript Git/GitHub Asana Figma Jupyter Generative AI Cybersecurity
- ETL pipelines ingesting and cleaning 500+ alumni records with geospatial engagement analysis, supporting a 20% lift in platform engagement.
Python SQL Bash HTML/CSS Pandas
Contact
Working on something at the intersection of data and community impact? I'd love to hear about it.