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  • Germany

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@QUARK-framework

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GreshmaShaji/README.md

Hi, I'm Greshma Shaji!


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๐Ÿ› ๏ธ Tech Stack

Programming

Python JavaScript Go

AI/ML

TensorFlow PyTorch Keras Pandas NumPy Matplotlib

Databases

SQL MongoDB

DevOps and Test Automation

Docker Kubernetes Azure Ansible Puppeteer Azure Jest Jasmine Postman

Software Development

HTML5 CSS3 Rest API


๐Ÿ“‚ Projects

๐Ÿš€ Pinned Projects

Readme Card
Readme Card
Readme Card


๐Ÿ’ผ Experience Highlights

BMW - Quantum Computing Intern
  • Developed QUARK framework for quantum-classical hybrid systems
  • Implemented AI agent workflows with LLM-based multi-agent systems
  • Achieved 25% improvement in error resolution through PEP8 optimization
SAP - MLOps Engineer
  • Built voice-enabled chatbot with 40% faster query resolution
  • Created resource cleanup module reducing manual work by 50%
  • Integrated LLM error analysis improving resolution speed by 25%
Fraunhofer IIS - Student Research Assistant
  • Recommendation System Development: Contributed to advanced recommendation system, improving patient treatment planning precision by 20%.
  • Data Analysis Enhancement: Enhanced data analysis capabilities using Python, increasing analytical efficiency by 30%.
  • Improved prediction accuracy and reliability by implementing and fine-tuning a Random Forest Classifier, achieving a 15% boost in model performance.
  • Integrated mlflow for model transparency and reproducibility, ensuring consistent workflow documentation.
  • Fostered teamwork by establishing a well-maintained GitLab code repository, improving collaboration and code quality by 25%
Retorio - Working Student in Quality Assurance
  • Designed and developed test automation frameworks using Puppeteer and Jest, reducing test execution time by 40%.
  • Integrated automation frameworks with GitLab CI, enhancing testing efficiency by 35%.
  • Conducted manual testing to identify bugs and issues, improving platform stability by 25%
  • Scripted test cases in JavaScript, ensuring 95% test coverage
  • Reported daily performance metrics to the development team lead, ensuring timely delivery of high-quality scripts
  • Documented test procedures and results, facilitating future reference and ensuring reproducibility
IBM - Software Developer
  • Conducted UI automation testing and DevOps using Puppeteer,JavaScript, and Ansible, reducing manual testing efforts by 60%.
  • Developed automated test scripts using Puppeteer, JavaScript, Jest, Allure, and Python, increasing test coverage by 50%.
  • Built a new automation framework for IBM Cloud Pak for Data, improving test efficiency by 45%
  • Analyzed test results daily, improving defect detection rate by 30%.
  • Mentored team members and participated in code reviews, enhancing code quality by 25%
  • Developed use cases, user interface specifications, and user requirement documents, ensuring clear and precise project documentation
  • Generated reports using Allure framework, improving transparency and communication with stakeholders
  • Attended daily scrum meetings, actively sharing risks and roadblocks, and ensuring smooth project progress

๐Ÿ“š Education

Degree Institution Timeline
M.Sc Data Science FAU Erlangen-Nรผrnberg 2022-2025
B.Tech CSE APJ Abdul Kalam TU 2017-2021

๐Ÿ“ Publications

IEEE Paper


Languages

English German Malayalam

โœจ โ€œLearning never exhausts the mind.โ€ โ€“ Leonardo da Vinci
โญ If you like my work, consider starring โญ my repositories!

Pinned Loading

  1. awesome-python-projects awesome-python-projects Public

    Forked from garimasingh128/awesome-python-projects

    ๐Ÿ“ฑ โœ… Some awesome projects in python! ๐Ÿ“ฑ โœ…

    Python

  2. Customer-Segmentation-Clustering Customer-Segmentation-Clustering Public

    Customer segmentation analysis using clustering techniques to optimize marketing strategies for a retail store.

    Jupyter Notebook

  3. genai-article-generator genai-article-generator Public

    Python

  4. MachineLearning-Projects MachineLearning-Projects Public

  5. VoiceAI-Chatbot VoiceAI-Chatbot Public

    Python

  6. QUARK QUARK Public

    Forked from QUARK-framework/QUARK

    Framework for Quantum Computing Application Benchmarking

    Python