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a1_data

a1 repo

adv-keras-nns

Customizing various Keras' neural network functionalities.

agglomerative_hierarchical_clustering

Using three different linkage methods for agglomerative clustering

ai-agents

This repo is an exercise in developing ai agents (i.e via custom agents, langchain)

apache_beam

art_and_ai

Using Machine Learning to make & analyze Art!

artifact-directory-template

Template for specifying locations for all capstone project components

clusteringmethod-slate

An assignment for CMPE 255 - Data Mining where various clustering methods will be used on a set of data.

cmpe-255-hw2

Using jadbio as well as PyCaret to do various data science tasks

cmpe-272-hw1

Loadbalancing with AWS EC2

contrasttransferlabs

In this repo, I demonstrate supervised contrastive learning, transfer learning, and zero-shot transfer learning with the CLIP (Contrastive Language & Image Pre-training) model, commonly used to perform text-to-image generation as unCLIP, using image multi-class classification models for Computer Vision (CV).

data-methodology

Utilizing CRISP-DM (Cross-Industry Standard Practice for Data Mining), SEMMA (Sample, Explore, Modify, Model, and Assess) AND KDD (Knowledge Discovery in Databases) on three different datasets.

datamining-shortstoryassignment

Reviewing and summarizing research articles in Machine Learning in the form of a powerpoint, youtube demo, and medium article.

dataprepprocessing

An assignment for CMPE 255 in Data Mining

dimensionality_reduction

Dimensionality Reduction, visualization of reduced and embedded, clustered data, as well as hyper-parameter tuning. Further, using automated system data bricks.

docker-example-notebook

dsc-capstone-result-replication

DSC180A Quarter 1 and 2

dsc80-fa20

DSC 80 Fall 2020 Repo

fashionrecsurvey

In this repo, I summarize a survey research article titled on modern fashion recommender models

featureengineering

Feature Engineering of Unstructured Data (Audio/.Wav)

image_datamining

Using OpenCV and Deep Learning Models on a set of images for classification or object detection

keras-hf-fastai

Using FastAI, HuggingFace transformer models, and Keras for a variety of deep learning tasks.

lbp_image_analysis

Data Mining Assignment for CMPE 256 at SJSU

linear-optimization

Mixed & non-Mixed Integer Programming with Linear Optimization on a set of equations. This is an assignment for my CMPE 256 Advanced Data Mining Course.

llama-rag

In this repo, I experiment with the open source LLaMA model (Large Language Model) from Meta as well as RAG (Retrieval Augmented Generation) models and fine tuning them for a variety of tasks.

neurobytes

A music recommendation application that could work alongside platforms (i.e Spotify, Apple Music) using LLMs

ondevice-ml

A variety of models deployed as applications on desktop and mobile devices

pagerank

An example of PageRank calculated on a small network. This is an assignment for my CMPE 256 course in Advanced Data Mining.

pki_security

An assignment for CMPE 272, designing and implementing a secure webserver.

serverless_image_app

A simple serverless app which generates images, randomly choosing colors and locations of text, writing an image into an S3 bucket.