rohitl17 Goto Github PK

followers: 1.0 following: 0.0 repos: 44.0 gists: 0.0

Name: Rohit Lokwani

Type: User

Bio: MS Data Science at University of Washington, Seattle. 3+ YOE in Data Science, ML and Software Engineering

Rohit Lokwani's Projects

3d_imaging

A repository for 3D CNNs for vision models training and prediction

apache-systemds

A project on performing database-related operations using Spark+SystemDS and ML benchmarking.

aws-gcp

Python Code for interacting with AWS/GCP blob storage

cab-dynamic-pricing

A web application for calculating dynamic price of Uber and Lyft cabs depending on various parameters with a feedback loop to retrain the models

cats-vs-dogs

A Deep Learning approach to solve the trivial Cats vs Dogs classification problem

collaborative-filtering-techniques

A literature survey on recent collaborative filtering techniques in recommender systems

convolutional-autoencoders

A research project on classifiying Handwritten digits using Semi-Supervised Learning

covid-vaccine-booking

This very basic script can be used to automate COVID-19 vaccination slot booking on India's Co-WIN Platform.

cryptocurrency_analysis

A project on hypothesis testing and statistical experimental design to help an investor make informed decisions about cryptocurrency investments

cvd_detection_using_randomforest

Cardiovascular diseases (CVDs) are the leading cause of death globally, taking an estimated 17.9 million lives each year. Here, we develop a prognosis model for CVD detection using cardiovascular health paramters

data-512-homework_1

DATA-512 - Human Centered Design Homework 1

data-512-homework_2

DATA-512 - Human Centered Design Homework 2

data512-project

This repository contains the final project for DATA 512: Human Centered Data Science at UW.

data512-project-common-analysis

This is a stable copy of the project part 1 of DATA 512 course at University of Washington.

dcm2png

A repository for comparing performance of open-source libraries for DICOM to PNG conversion

dicoms

A repository for understanding DICOMs and related operations for medical imaging

facebook-data-analysis

Implementation in R which shows how data could be statistically analysed to market brands on Facebook

fuzzyknn

Implementation of FuzzyKNN algorithm from a research paper

google-protocol-buffers

Implementation of Student Addressbook using Google's language-neutral, platform-neutral, extensible mechanism for serializing structured data

hotel_availability_classification

A binary ML classifier for predicting if a hotel accepts bookings throughout the year or not.

image-augmentations

A repository for performing image augmentations using albumentations, imgaug and ImageDataGenerator

image-classification-pipelines

A repository for experimenting with different image classification CNN architectures

image-colorizer

An autoendcoder based ML model which colors natural landscape images from grayscale to RGB.

image-feature-extraction

A stacked model pipeline which shows how features can be extracted from CNNs and then passed to a XGboost to build accurate classification models

image-segmentation-pipelines

ML pipelines for image segmentation using UNET and their variants

machine-learning-systems-design

A booklet on machine learning systems design with exercises

merchant-transaction-analysis

A project on analyzing over a million transactions for merchant churn prediction and clustering

model-evaluation-tool

A jupyter-notebook based interactive tool for auditing/evaluating your ML model performance using prediction and inference.

model-improvement-docs

A research/theoretical repository for summarizing model improvement techniques.

model-improvement-techniques

A repository for experiments for vision models performance improvement.

rohitl17 Goto Github PK

Rohit Lokwani's Projects

Recommend Projects

Recommend Topics

Recommend Org