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aakanshadalmia/README.md

Hello 🙋🏻‍♀️

I am Aakansha Dalmia, a Computer Science Engineer looking to shift gears into a more research oriented career path. I am fascinated by the world of Artificial Intelligence (who isn’t?!) and deeply enthralled by Responsible AI. We are living in an era where AI is everywhere, and we use it to make most of our day-to-day decisions. As such, it becomes very important that these "AI models" are at the very least - safe, fair, and free from bias. This is precisely what Responsible AI takes care of and what makes up my focal interest.

Skills

Areas of Expertise: Machine Learning, Natural Language Processing, Deep Learning, Recommendation System, Computer Vision Frameworks/Libraries: TensorFlow, PyTorch, OpenCV, Streamlit, Vertex AI, PostgreSQL, Docker, SPSS, Minitab
Languages: Python, SQL, MATLAB

Reading Lists

Books have always been my best friend and my love for reading and discovering new ideas is perhaps what first sparked my interest in research. In an ideal world, I would never want to forget the secrets learnt from any piece that I have ever picked up and read. To aid my memory, here are some lists I have curated of late - includes both things I want to read and have already read.

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  1. SumItUp SumItUp Public

    A concise summary generator for Amazon product reviews built using Transformers which maintains the original semantic essence and user sentiment

    Python

  2. MovieBuddy MovieBuddy Public

    A Movie Search Engine and Recommendation System that helps you search for movies using keywords and also provides recommendations based on what you already like!

    Jupyter Notebook

  3. DocuBot DocuBot Public

    A chatbot powered by a Large Language Model (LLM) that responds to user queries using information generated from document(s) provided by the user.

    Jupyter Notebook

  4. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Comparing the performance of different models in detecting credit card fraud before and after hyperparameter tuning

    Jupyter Notebook