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mankadronit/README.md

Ronit Mankad

Analytics engineer at CarGurus. I think most data problems are trust problems, so I spend my time on the parts that make data believable - tests, contracts, clean lineage - mostly in dbt and SQL on Snowflake. I'd rather ship a model that's correct than one that's clever.

Currently

  • Building Turbo - CarGuru's internal AI platform for automated data engineering
  • Teaching myself Rust via Advent of Code 2025 - partly curiosity, partly to stop treating "the fast layer" as someone else's job.

Stack

  • Modeling / transform: dbt (dbt Cloud), SQL, Spark
  • Warehouse: Snowflake (also Redshift, BigQuery)
  • Orchestration: Airflow, AWS Glue, Fivetran
  • Cloud / lang: AWS (S3, Glue, Athena, Redshift), Python - and Rust on the side
  • BI: Omni, Looker, Streamlit

Featured

  • dotfiles — my macOS dev environment (fish, Neovim, tmux, Ghostty, starship).
  • advent-of-code-2025 — learning Rust the hard way, one puzzle at a time.

Off the clock I'm usually overengineering a hobby project, gaming, or making a latte that's better than it needs to be - with a sci-fi novel within reach.

LinkedIn · mankadronit.rm@gmail.com

Pinned Loading

  1. advent-of-code-2025 advent-of-code-2025 Public

    Advent of Code 2025, solved in Rust while learning the language.

    Rust

  2. Automated-Essay--Scoring Automated-Essay--Scoring Public archive

    Automatically Score essays using Deep Learning

    JavaScript 150 66