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abalyan2395/README.md

Hi, I'm Aakash Balyan 👋

  • 💻 I’m a Machine Learning, Data Analytics and Site Reliability professional with 7+ years of technology experience.
  • 🏢 I previously worked at Xtelify (Bharti Airtel) and Infosys, building and supporting large-scale production and data systems.
  • 🏆 I won 1st place at the ODSC AI x Zerve Datathon by building a product-upgrade prediction system using 3.5 million rows of data.
  • 🤖 I built and deployed production RAG and LLM solutions using vLLM and Milvus.
  • ⚙️ I scaled Apache Airflow for 500+ users and worked with Kubernetes, OpenShift, Docker, CI/CD and observability technologies.
  • 📊 I’m interested in product analytics, customer behavior, statistical modeling, machine learning and data visualization.
  • 📈 My projects include product-funnel analytics, global life-expectancy regression and an intelligent service-reliability platform.
  • 🎓 I’m pursuing an M.S. in Data Analytics at Clark University, graduating in December 2026.
  • 📫 Reach me by email, connect with me on LinkedIn or read my articles on Medium.

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  1. product-upgrade-intelligence product-upgrade-intelligence Public

    1st-place ODSC AI x Zerve Datathon solution using leakage-safe feature engineering, nine-stage funnel analytics and LightGBM upgrade prediction.

    Python

  2. global-life-expectancy-regression global-life-expectancy-regression Public

    Reproducible R analysis of global life expectancy using multiple linear regression, model selection, diagnostics, and robust methods.

    R

  3. socialquest-ai socialquest-ai Public

    AI-powered social-skills practice platform with interactive scenarios, emotional-regulation activities and educator progress tools.

    TypeScript

  4. cnn-gradcam-cifar10 cnn-gradcam-cifar10 Public

    CNN architecture comparison on CIFAR-10 with a manual PyTorch Grad-CAM implementation for visualizing class-specific image regions, supported by verified checkpoint evaluation.

    Python