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sraddhanjali/README.md

👋 Hi, I’m Sam!

Pleasure to e-meet you! :)

⚙️ I am Sam and I specialize in bringing research into production for non-AI/non-tech businesses. (Please find my resume : - Website)

About Me

  • 📊 I'm currently a Machine Learning Engineer for a surgical group helping in image segmentation, summarization and physician scheduling.
  • 🛠 My work in the industry have been focused on optimizing algorithms for best compute efficiency, resource usage and identifying anomalies in data.
  • 🏛️ During my PhD in Computer Science, I specialized in the research of building biometrics systems and identifying security threats in smart devices and wearables via side-channels analysis utilizing machine learning.

Skills

  • Programming Languages: C# | Python (Pandas, NumPy, Matplotlib, Scikit-learn, Fast.ai, PyTorch)
  • Tools: AWS | Docker | Github Actions
  • Other: Data Modeling | Machine Learning | GenAI

Checkout some of my writing:

📫 Connect with Me

Pinned Loading

  1. Automated-Perspective-Correction-for-Scanned-Documents-and-Cards Automated-Perspective-Correction-for-Scanned-Documents-and-Cards Public

    Automated Perspective Correction for Scanned Documents and Cards

    Python 17 9

  2. Sphere-Controller-Physics-Based-Interactive-Pattern-Recognition-in-Unity Sphere-Controller-Physics-Based-Interactive-Pattern-Recognition-in-Unity Public

    Sphere Controller: Physics-Based Interactive Pattern Recognition in Unity

    C#

  3. sraddhanjali sraddhanjali Public

    About Me

    HTML

  4. Aerial-Cactus-Identification Aerial-Cactus-Identification Public

    Trained a CNN model to classify cactus species (columnar cactus) in a binary classification challenge, hosted on Kaggle competition. Refined the model with image augmentation, pre-trained VGG16 mod…

    Jupyter Notebook