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asishjose/README.md

Hi, I'm Asish 👋

I like deep neural nets.
I build models to understand how they actually work.
I explore vision and language problems.

Still building & still learning

📫 asishjoseofficial@gmail.com

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  1. scaffold-health scaffold-health Public

    Event-sourced CQRS backend for orthopedic/MSK rehab clinics — Therapist Copilot and Patient Assistant on a provenance-tracked Knowledge Profile. MVP wedge: ACL reconstruction. Advisory-only.

    Python

  2. ev-battery-soh-mlops ev-battery-soh-mlops Public

    End-to-end MLOps system for predicting EV battery State-of-Health (SoH) using NASA 18650 Li-ion dataset. Covers MLflow experiment tracking and model registry, FastAPI serving, Prometheus + Grafana …

    Jupyter Notebook

  3. buysignal-spark-purchase-intent buysignal-spark-purchase-intent Public

    Apache Spark pipeline that processes raw e-commerce events — views, cart adds, and sessions — through a Bronze→Silver→Gold medallion architecture to predict purchase intent. A Logistic Regression m…

    Jupyter Notebook

  4. face-detection-and-recognition face-detection-and-recognition Public

    MTCNN + FaceNet face detection and recognition with a Streamlit demo app

    Python

  5. Patient-Insurance-Charges-Prediction Patient-Insurance-Charges-Prediction Public

    ML-powered web app that predicts patient insurance charges using user inputs, deployed with Docker, CI/CD pipelines, Azure Container Registry, and Azure Web App.

    Jupyter Notebook

  6. MLOps MLOps Public

    A sandbox for exploring end-to-end machine learning operations: testing ideas, integrating tools, and building practical workflows around model development, deployment, and lifecycle management.

    Jupyter Notebook