karthikm15
An emerging innovator with a mission to disrupt the biomedical industry using cloud, AI, and ML technologies.
Pinned Repositories
Improv-Arena
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 largest hackathon.
build-finetune-llm
Pretrain and finetune an attention-based transformer architecture on QA and summarization
Classification-of-Melanoma-Images-Through-GANs-VAEs-and-Other-ML-Models
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 their effect on the classifying melanoma images.
Discovering-Disease-Outbreaks-From-News-Headlines
Using unsupervised machine learning algorithms to geographically cluster different locations extracted from news headlines to determine places of disease outbreak
Personality-Classifier
Classifying an individual's personality based on different individual features extracted from coordinates found on the person's face or identified from ML algorithms.
Cancer-SNPs
Grouping genetic variations together based on their effect on different types of breast cancer using clustering algorithms like k-means and hierarchical clustering.
Speaking-Poker
An opportunity for blind people and/or physically impaired people to play a card game using speech recognition software.
Shoot-For-The-Riches
First person shooter game giving money to players as they progress through the game.
Emotion-Classifier
A convolutional neural network that takes an image and classifies the individual based on their emotion (anger, surprise, disgust, fear, neutral, happiness, sadness, and contempt).
Image-Classifier
A Python application that can train an image classifier on a dataset, and then predict new images using the trained model.
karthikm15's Repositories
karthikm15/karthikm15
karthikm15/Improv-Arena
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 largest hackathon.
karthikm15/s24-lab03
karthikm15/s24-lab02
17-214/514 s2024 lab02
karthikm15/build-finetune-llm
Pretrain and finetune an attention-based transformer architecture on QA and summarization
karthikm15/karthikm15.github.io
karthikm15/ravenous
karthikm15/Streamlit-Income-Dashboard
karthikm15/git-practice
karthikm15/Open-Source-GWAS-Correlation-Platform
Developing a platform that detects gene variants that are correlative with increases in leukemic stem cells (mainly based on genome-wide association studies)
karthikm15/MathWorks-Modeling-Competition-2022
karthikm15/PCA-on-Genotypes
Running dimensionality reduction on genotypic population data to find sets of clusters between superpopulations.
karthikm15/Cancer-SNPs
Grouping genetic variations together based on their effect on different types of breast cancer using clustering algorithms like k-means and hierarchical clustering.
karthikm15/needleman-wunsch-and-blast
Inferring global and local alignment of different sequences according to their specific base pairings through the Needleman-Wunsch and BLAST algorithm.
karthikm15/Alzheimer_Research
karthikm15/Moneta-Website
karthikm15/Speaking-Poker
An opportunity for blind people and/or physically impaired people to play a card game using speech recognition software.
karthikm15/Personality-Classifier
Classifying an individual's personality based on different individual features extracted from coordinates found on the person's face or identified from ML algorithms.
karthikm15/Multiplication-Transducer-Research
karthikm15/Scholarr
An extracurricular recommendation service that aims to match activities to a person's academic interests and personal hobbies - currently beta testing at local high school
karthikm15/Leukemia-Stem-Cells
Using artificial intelligence to detect genetic variants that can lead to the reduction of the proliferation of leukemic stem cells.
karthikm15/Determining-Correlations-With-COVID-19-Mortality-Rate
Identifying significant relationships between country-based conditions (like political parity index, democracy index, happiness index, etc.), demographic factors (age, sex, etc.) and the COVID-19 mortality rate using supervised machine learning algorithms.
karthikm15/Neuralyte-Website
karthikm15/Emotion-Classifier
A convolutional neural network that takes an image and classifies the individual based on their emotion (anger, surprise, disgust, fear, neutral, happiness, sadness, and contempt).
karthikm15/Mining-Twitter-Data-With-Python
karthikm15/Classification-of-Melanoma-Images-Through-GANs-VAEs-and-Other-ML-Models
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 their effect on the classifying melanoma images.
karthikm15/NLP-Microservice-Deployment
karthikm15/Ethereum-Smart-Contracts
This is code used for a blockchain course taken on Udemy: https://www.udemy.com/course/ethereum-and-solidity-the-complete-developers-guide/learn/lecture/9020500#overview
karthikm15/Google-Landmark-Retrieval-2020
Created for the Kaggle competition Google Landmark Retrieval 2020 https://www.kaggle.com/c/landmark-retrieval-2020
karthikm15/USACO-Silver-Problems
Practice problems for USACO Silver Contest