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sukumarmuthusamy/README.md

πŸ‘‹ Hi, I'm Sukumar Muthusamy

LinkedIn


πŸš€ AI-focused Engineer | Former QA Automation Lead

Bridging real-world business problems with transparent, ethical, and robust AI solutions.

  • 8.5 years’ experience leading QA automation for Elevance Health (as client) through Accenture & Carelon Global Solutions
  • Currently pursuing an M.S. in Artificial Intelligence (Kennesaw State University)
  • Passionate about responsible AI, data privacy, and delivering practical ML solutions across diverse industries

πŸ‘¨β€πŸ’» About Me

  • πŸŽ“ Current: Master's student in Artificial Intelligence, Kennesaw State University
  • πŸ’Ό Previous: QA Automation Technical Lead
    • Employers: Accenture, Carelon Global Solutions
    • Client: Elevance Health (8.5 years, American healthcare sector)
  • 🧭 Exploring: AI Engineer | Data Scientist | ML Engineer
  • 🌐 Interests: Cloud Computing, AI, ML, Privacy, Healthcare Technology, Data Ethics

πŸ’‘ Skills & Tools

  • Programming: Python, Java
  • Database & Query Languages: SQL
  • AI/ML Tools: NumPy, Pandas, scikit-learn, TensorFlow, Matplotlib, Jupyter Notebooks, Google Colab
  • Cloud & DevOps: AWS, Google Cloud Platform (GCP), Git, GitHub, Bitbucket, Bamboo, Docker
  • UI Testing & Automation: Selenium, Tricentis TOSCA, QTest, TestNG, JUnit, Cucumber
  • API Testing: Postman, SOAP UI
  • Project & Test Management: JIRA, Confluence
  • Productivity Tools: Microsoft Office

πŸ† Featured Projects

Built an AI-based insurance claim classification system using Python and scikit-learn and integrated the explainable AI technique SHAP. Enhanced model transparency and interpretability to support stakeholder trust and regulatory compliance through interpretable decision outputs.

Explored privacy-preserving strategies (anonymization, differential privacy) in AI models for healthcare, balancing model performance with ethical data handling.

Developed a star-schema-based data warehouse in Google BigQuery to analyze tech job roles, skills, salaries, and locations over time. Used Python and Colab for ETL, implemented OLAP queries, and built interactive Looker Studio dashboards to uncover industry trends, skill demand, and salary distributions. Included machine learning–based salary prediction to provide data-driven insights for career and workforce planning.

Built a Spark Streaming–based cyber threat detection system on the NSL-KDD dataset, using Random Forest and XGBoost with SMOTE for improved detection of rare attacks, and Isolation Forest for anomaly detection.


πŸ“š Relevant Coursework

Completed:

  • Data Structures and Algorithms
  • AI Ethics
  • Artificial Intelligence
  • Machine Learning
  • Big Data Analytics
  • Data Warehousing and Mining

In Progress:

  • Natural Language Processing
  • Machine Vision
  • Neural Networks and Deep Learning

πŸ… Certifications

  • Social, Behavioral, & Educational Research with Human Subjects – CITI Program (Mar 2025 – Mar 2028)
  • Artificial Intelligence (AI) and Human Subject Protections – CITI Program (Feb 2025 – Feb 2028)
  • Biomedical Research with Human Subjects – CITI Program (Feb 2025 – Feb 2028)
  • Perform Foundational Data, ML, and AI Tasks in Google Cloud – Google Cloud (Jun 2021)
  • Agile Tester (CTFL-AT) – Accenture (Issued Aug 2018)
  • Java Programming: Solving Problems with Software (with Honors) – United Latino Students Association (Nov 2024)
  • Object-Oriented Programming in Java – United Latino Students Association (Nov 2024)
  • AWS Certified Developer – Associate – Amazon Web Services (Expired: Aug 2023)

πŸ† Awards & Achievements

  • Received multiple Impact Awards at Carelon Global Solutions for high-quality deliverables and QA leadership
  • Honored with the H&PS Zenith β€œYoung Champion” Award, Accenture (Mar 2018)
  • Certified as an Agile, Selenium, and Tricentis TOSCA Automation Specialist, Accenture
  • Created and led a unique college event, β€˜WhatsApp Tussle’, as part of the Student Quality Council (2015)
  • Drove outreach for QQuest 2015, visiting 7 colleges and attracting over 100 student participants

🀝 Leadership & Volunteering

  • Secretary, QQuest Colleges – Student Quality Council, AUTVS (2015–16); led multiple innovation-focused student initiatives
  • Organizer, HR Team – Kurukshetra, UNESCO-sponsored Tech Fest (2013–2015)
  • Organizer, Hospitality Team – Pinnacle Symposium, Dept. of Mechanical Engineering, CEG (2015)
  • Member – Carelon Toastmasters Club (Mar 2022 – Apr 2024)
  • Led team-building and engagement initiatives at Accenture, including Fun Fridays and internal events
  • Participated in KSU Owls Day of Service and a week-long service trip to Memphis, TN focused on youth empowerment and food hygiene (Spring 2025)

πŸ“« Connect with Me


✨ Fun Facts

  • Anime enthusiast & tech explorer
  • Strong analytical thinker, enjoy understanding how things work
  • Passionate about continuous learning and exploring new technologies
  • Enjoy building solutions that blend technology and ethics

Pinned Loading

  1. ai-coursework ai-coursework Public

    AI coursework repository containing Java and Python assignments from the university Artificial Intelligence course.

  2. data-structures-coursework data-structures-coursework Public

    Data Structures course assignments in Java, organized by topic with problem statements, solutions, and run instructions.

    Java