Achal Dixit's Projects
Implementation of some AI/ML Algorithms from Scratch and classification on Wine, Iris, Boston, Breast Cancer, datasets.
Cloud Computing : AWS, boto3, EC2, S3, etc.
Corona Virus (COVID-19) spreading simulation in a close community with mathematical scaling and probability scaled according to the spread of infection, revovery and deaths.
Custom Linux Shell
Data Analysis of various Datasets : Wine, Sensor, etc.
For Database Handler Project
PyTorch extensions for high performance and large scale training.
Google API Client Library for R. Easy authentication and help to build Google API R libraries with OAuth2. Shiny compatible.
A Machine Learning Web-app hosting data-driven tools for clinicians such as Heart Failure Detection and Classification, Analytics visualization and EHR functionality.
Hospital Occupancy Dashboard for Covid-19
ImageCLEF 2021 TB classification challenge using 3D Lung CT-Scans.
Library for Model Based RL
Makes SQL Query Parameters for a CSV File
ResearchKit is an open source software framework that makes it easy to create apps for medical research or for other research projects.
Initial prototype of SmartTriage : an application to remotely triage covid-19 patients
Data extraction from documents with ML
Analysis and Classification of Anopheles Populations in AG1000-3R dataset using Intergenic SNPs. Target-Malaria Group in Burt Lab, Imperial College London