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Astha Kumari

Astha Kumari

Afrawald 5, Augsburg, 86150
kastha0211@gmail.com
English, German, Hindi

Background

About

About

Data Engineer with 6+ years of experience in data science and software development across sectors like Robotics, Healthcare, E-Commerce, and Insurance. Skilled in building data pipelines, forecasting models, and dashboards. Proficient in Python, Apache Superset, Tableau, Postgres, Golang, SQL, Docker, Dev Containers and modern data tools. Adept at transforming business problems into data-driven solutions.

Work Experience

Work Experience

  • Data Engineer, German Bionic Systems GmbH

    Oct, 2022 - Present

    Developed data pipelines and visualizations for robotic exoskeleton telemetry data.

    • Developed data analysis and reporting pipelines for exoskeletons and safety vests.

    • Implemented ML algorithms for telemetry data to extract actionable insights.

    • Integrated Apache Airflow and ML flow to automate the pipelines.

    • Integrated Apache Superset for BI visualizations.

    • Set up Atlas for postgres and timescale database systems.

    • Wrote complex SQL queries for cross-functional business intelligence needs.

    • Set up dev containers using Docker for team-wide data environment.

  • Working Student – Data Analytics, Fresenius Kabi

    Dec, 2021 - Sep, 20229 months

    • Forecasted net sales and quantity using Python and R.

    • Used Power BI for data visualization and reporting.

    • Integrated Bot Framework Composer with Teams and ServiceNow.

  • Backend Go Developer, Zopsmart Technology (Raramuri Technology)

    Jan, 2019 - Oct, 20201 year 9 months

    • Developed web applications using Golang.

    • Implemented and optimized CRUD operations.

    • Built systems for small and large businesses in an e-commerce setup.

Skills

Skills

  • Programming Languages

    Python

    Golang

    SQL

  • Databases/Tools

    PostgreSQL

    Atlas

    MySQL

    MongoDB

    Redis

    Trino

    Apache Kafka

  • Data Tools

    Apache Superset

    Tableau

    Power BI

    ML Flow

    Airflow

  • Frameworks/Platforms

    Docker

    Jira

    Confluence

    GitHub

    GitLab

    AWS

Education

Education

  • Big Data and Business Analytics, M.Sc., SRH Hochschule Heidelberg

    Oct, 2020 - Sep, 2022

    1.5

    Thesis: NLP-based framework for detecting and converting impolite statements

  • Information Science and Technology, B.Tech, PES University

    Aug, 2014 - Jun, 2018

    Strong academic foundation in CS fundamentals like C, C++, DBMS, OS, Algorithms