Skip to content
View srxkatsumi's full-sized avatar
🎯
Focusing
🎯
Focusing

Organizations

@oceanda-app

Block or report srxkatsumi

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
srxkatsumi/readme.md

Hi, I'm Vicky Costa πŸ‘‹

Senior Data Analyst with 6+ years of experience across banking, healthcare, retail, and consulting. I specialize in data quality, ETL/ELT pipelines, and BI reporting and I build my own production data and ML systems outside of work to bridge legacy SQL environments with modern cloud-native architectures.

Currently pursuing a B.S. in Data Science at UOC (Universitat Oberta de Catalunya), with hands-on project experience in Snowflake, dbt, Apache Airflow, and Airbyte.

Based in Barcelona, Spain πŸ‡ͺπŸ‡Έ


πŸ› οΈ Tech Stack

Languages SQL Python SAS

BI & Analytics Power BI Google Analytics

Databases SQL Server PostgreSQL BigQuery Snowflake

Modern Data Stack dbt Airflow Airbyte

ML / Data Science Pandas NumPy Scikit-learn PySpark

Orchestration & DevOps Pentaho Git Docker GitHub Actions


πŸš€ Featured projects

olist-data-platform β€” Modern ELT pipeline (Airflow, Airbyte, dbt, Snowflake, Metabase) built to simulate a real migration from a legacy SQL environment to a cloud-native architecture. Phase 1 (ingestion + transformation) complete; documents the real environment issues hit and fixed along the way.

smart-wallet-ml β€” Automated ML pipeline that runs daily via GitHub Actions: an adaptive ensemble of classifiers forecasts short-term directional price movement, validates its own past predictions, and re-weights itself based on recent accuracy. Built with strong AI pair-programming support; I own the design decisions and have debugged every production incident end to end.

climate-adaptive-ml β€” Early-stage companion project applying the same adaptive-ensemble approach to daily climate forecasting across three climate regimes, testing whether temporal-decay weighting beats static baselines.


πŸ“Œ What I'm working on

  • Data quality initiative at Knowmad Mood β€” targeting 50% error reduction across 100K+ client records in the healthcare insurance sector, with automated controls and Power BI dashboards for real-time monitoring.
  • Cloud modernization proposal β€” designing a migration from on-premise SQL Server to Snowflake + dbt + Airflow, currently structuring the technical case for leadership review.
  • B.S. Data Science at UOC β€” deepening the statistical and modelling foundations behind the projects above.

πŸ’Ό Career highlights

Company Role Sector
Knowmad Mood Senior Data Analyst Healthcare Insurance
Banco Sabadell Senior Data Analyst Banking / Regulatory
Collinson Group Data Analyst – Consultant Loyalty / Marketing (Intel, Bayer)
Banco Santander Data Analyst Banking / Risk & Fraud
Riachuelo S/A Product Data Analyst Retail / E-commerce

πŸ“Š GitHub Stats

Vicky's GitHub stats

πŸ”— Connect

LinkedIn Website Email


Snake animation

Pinned Loading

  1. olist-data-platform olist-data-platform Public

    Modern data platform built with Airflow, Airbyte, Snowflake, dbt and Metabase

    Python

  2. climate-adaptive-ml climate-adaptive-ml Public

    Python

  3. smart-wallet-ml smart-wallet-ml Public

    Python