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karthikm15/README.md

Hi there, I'm Karthik Mittal 👋

Github Twitter LinkedIn Medium

About I'm currently pursuing a Master’s in Machine Learning at Carnegie Mellon University, following my undergraduate degree in Computer Science with a concentration in Machine Learning. I’m continuing my research in multimodal summarization algorithms under the Safe AI Lab and exploring automated course generation under TEEL Lab.

Some of my projects...

  • Automating Jupyter-based course content and autograder creation using LLM agents, deployed across 25+ courses on the Sail LMS.
  • Building LLM-powered real-time feedback tools for public speaking using audio, video, and text analysis (Top 5 + Best Use of AI at TartanHacks).
  • Applying machine learning techniques to detect genetic factors related to leukemic stem cell proliferation.

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  1. Improv-Arena Improv-Arena Public

    Forked from aaravbajaj012/TartanHacks2024-Saka

    A platform to help people improve their improvisational speaking skills through head-to-head matches and AI-powered feedback. Won Top 5 Hacks and the Best Use of AI Award at TartanHacks, CMU’s larg…

    Python

  2. build-finetune-llm build-finetune-llm Public

    Pretrain and finetune an attention-based transformer architecture on QA and summarization

    Jupyter Notebook

  3. Classification-of-Melanoma-Images-Through-GANs-VAEs-and-Other-ML-Models Classification-of-Melanoma-Images-Through-GANs-VAEs-and-Other-ML-Models Public

    A comparison of four distinct ML models (a supervised image classifier, a semisupervised image classifier, a semisupervised generative adversarial network, and a variational autoencoder) to analyze…

    4

  4. Discovering-Disease-Outbreaks-From-News-Headlines Discovering-Disease-Outbreaks-From-News-Headlines Public

    Using unsupervised machine learning algorithms to geographically cluster different locations extracted from news headlines to determine places of disease outbreak

    Jupyter Notebook 6

  5. Personality-Classifier Personality-Classifier Public

    Classifying an individual's personality based on different individual features extracted from coordinates found on the person's face or identified from ML algorithms.

    Jupyter Notebook

  6. Cancer-SNPs Cancer-SNPs Public

    Grouping genetic variations together based on their effect on different types of breast cancer using clustering algorithms like k-means and hierarchical clustering.

    Python 2