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Work experience

Mar 2006present
Crush & Lovely

Lead Data Engineer, Technical Lead

  • Delivered technology solutions tailored to clients' needs, encompassing:
    • Designed and managed robust ELT pipelines with Dagster to orchestrate Airbyte jobs, dbt models, Jupyter notebook runs, and custom Python workflows.
    • Built custom Airbyte connectors for extraction and loading of data between systems.
    • Implemented Star Schema data modeling in Redshift warehouses using dbt.
    • Modeled application and analytics data in relational and NoSQL databases like PostgreSQL, DynamoDB, MongoDB, and Elasticsearch.
    • Developed REST APIs for web and mobile applications in TypeScript, Python, and Ruby.
    • Deployed serverless and container-based architecture to AWS using Serverless Framework and Amazon CloudFormation.
  • Spearheaded the integration of new technologies into the company’s product portfolio, including native mobile applications, transitioning from monolithic to headless architectures, and leveraging AI/ML solutions to enhance product offerings.
  • Managed all engineering teams across various projects, ensuring smooth execution and timely delivery.
    • Facilitated and oversaw annual performance reviews for engineering team members, providing constructive feedback to drive professional growth.
    • Mentored junior engineers in JavaScript, Back-end, Data, and DevOps disciplines, fostering their skill development and contributing to a cohesive team environment.
  • Served as the primary technology liaison for clients, addressing architectural, back-end, and data-related inquiries, and ensuring alignment between client expectations and technical solutions.
    • Designed and delivered comprehensive technical architecture plans to clients, effectively communicating complex concepts and strategies.
    • Performed comprehensive data analysis for clients, using their existing datasets to uncover valuable insights and opportunities for optimization.

Notable Clients: American Heart Association, Disney, ABC, NBC Universal, Comcast, IBM, National Association of Broadcasters, Rostrum Records, Rooms to Go, EVERFI, Tippet Rise Art Center, Music Publishers Association, Mark Morris Dance Group

Mar 2005Mar 2006
Apollo Interactive, Culver City, US

Front-end Engineer

  • Transitioned front-end engineering team from table-based HTML layouts to semantically correct, tableless HTML.
  • Built front-end interfaces for corporate websites

Notable Clients: California Pizza Kitchen, Jack in the Box, Roland Corporation, Marie
Callender's

Skills

Data Tools

Pandas, NumPy, dbt, scikit-learn, Streamlit, plotly, Airbyte, Jupyter Notebooks, Dagster, AWS Glue, AWS Bedrock, PySpark

Databases

Redshift, PostgreSQL, DynamoDB, MongoDB, Elasticsearch, MySQL

Programming Languages

Python, TypeScript, Node.js/JavaScript, Ruby, PHP

Frameworks

React, React Native, Next.js, Express, FastAPI, Flask, Ruby on Rails

Cloud

Amazon Web Services, Azure

DevOps/CI

Serverless Framework, CloudFormation, AWS Copilot, GitHub Actions, Ansible

Tools

Git, Jira

Education

Sep 2023Dec 2023
Massachusetts Institute of Technology Professional Education

Applied Data Science Program

Leveraging AI for Effective Decision-Making

Course covering many areas of data science, including exploratory data analysis, data
visualization, clustering, predictive analytics, decision trees, deep learning, and recommender systems.

Sep 2000May 2004
Eastman School of Music, University of Rochester

Bachelor of Arts

Double Bass Performance