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kumar-selvakumaran/README.md

Hi 👋, I'm Kumar Selvakumaran

I'm Passionate about Computer Vision, Deep Learning and realizing their potentials at different scales.

  • 📖 I'm doing my Masters in Artificial Intelligence at Khoury College of Computer Science, Northeastern University

  • 🔭 I’m currently working on methods for building robust neural networks.

  • 📄 my profile (Resume)

Connect with me:

LinkedIn           Kaggle           Google Scholar

Technical skills

Languages and Tools:

python c cplusplus

Frameworks:

pytorch tensorflow opencv HuggingFace scikit_learn Numpy pandas Streamlit seaborn Matplotlib

Tools and SDKs:

docker git bash Anaconda Unity AR Foundation

OS and Cloud:

Windows linux gcp heroku

Pinned Loading

  1. semantic_product_catalogue_assistant semantic_product_catalogue_assistant Public

    A deep dive into a emeddings.

    Jupyter Notebook

  2. AR_animation_scratch AR_animation_scratch Public

    A project that performs camera calibration and places an animated graphics object that is implemented from scratch

    C++

  3. AR_enabled_textbooks AR_enabled_textbooks Public

    Android apps that host QR marker based AR experiences. Textbooks have QR Codes that host AR experiences to better understand conscepts.

    C#

  4. Transformers_for_imbalanced_classification Transformers_for_imbalanced_classification Public

    Benchmarking Different transformers and demonstrating the pros of focal loss on imbalanced classification data

    Jupyter Notebook

  5. explainable_hardhat_detection explainable_hardhat_detection Public

    This project implements a mechanism to use EigenCAM for object detection, in a plug-and-play, task-agnostic manner.

    Jupyter Notebook

  6. minimal_db_agent minimal_db_agent Public

    A minimal Python agent that uses LLMs to answer questions about an unknown SQLite database at inference time, leveraging ReAct-style reasoning and SQL queries.

    Python