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Astha Kumari

Astha Kumari


Afrawald 5, Augsburg, 86150
English, German, Hindi

Background


About

About

Data Scientist with 5+ 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 Scientist, 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 Superset for BI visualizations.

    • 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.

Projects Experience

Projects Experience

  • Twitter Sentiment Analysis Pipeline

    - Present

    LSTM model to classify tweets into 5 emotions using Airflow and MLFlow.

  • Movie Data Pipeline

    - Present

    Scraped and analyzed TMDB data, cleaned with Trifacta, processed via Kafka, visualized on Jupyter.

  • Fuel Station Dashboard

    - Present

    Built Tableau dashboard to find optimal fuel station timing in Heidelberg.

  • Flight Delay Dashboard

    - Present

    Analyzed US flight delays using Power BI to identify causes and ideal routes.

Skills

Skills

  • Programming Languages

    Python

    R

    Golang

    SQL

  • Databases/Tools

    PostgreSQL

    MySQL

    MongoDB

    Redis

    Trino

    Apache Kafka

  • Data Tools

    Apache Superset

    Tableau

    Power BI

    ML Flow

    Airflow

  • Frameworks/Platforms

    Docker

    Jira

    Confluence

    GitHub

    GitLab

    Bitbucket

  • Libraries/Techniques

    Pandas

    NumPy

    NLP

    Supervised Learning

    Unsupervised Learning

  • IDEs

    Jupyter Notebook

    PyCharm

    R Studio

    Visual Studio Code

  • Other

    OOP

    Agile

    MS Word

    PowerPoint

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

Interests

Interests

  • Data Storytelling and Dashboard Design

  • Team Leadership

    Led school dance team
  • Writing

    Winner of East India Essay Competition