Vision AiSara 2022

Lisää tämän kaltaisia

Lab EQuipment and safety

luonut Baksh Fareeze

Agile & Lean

luonut Alex Ostreiko

How Honey Is Made

luonut Garg Kartikey

O&SCM at Walmart

luonut Alessandro Baratta

Vision AiSara 2022

Discussion & Research on PE modules

Decision on the modules inside the project

Marketing and Design

UI/UX and Design

Scenario

Nodes

Constraint & Events

Model

December 2021

To understand terms and flow of the web application based on petroleum engineer perspective

Petroleum Engineer

Front-end Developer

Interpretation feature

Data processing feature

Brainstorming app

November 2021

Some animation in the prototype might not be able to be developed during the development of the application

Cannot export whole artboard into javascript file

Find an impactful name for the app, eg: Brainstorming, Mindstorming, etc

Create some intuitive design or triggering design that represent "Brainstorming"

To provide UI/UX and flow of the application

Adobe Photoshop

Adobe illustrator

Back-end developer

Front-end developer

Session

Group chat

Chatbot

Social Media Marketing

Sharing session

Video/picture/lesson learn

From 1 minute session with the team

Video with voiceover

Video posting

Delfi

Geology/Geophysics based Algorithm modelling

Petrel Integration

Machine with Petrel Application

Local Server and Delfi Server

1 Petroleum Engineer

.NET developer or Desktop app developer need

May 2022 - Initial Trial and sketchup

Provide Integration with Petrel user for modelling the Data using AiSara

PRSB

Data Related

Test importing and exporting data

ML/AI

Test & Deploy pre-process modules in web app

Petroleum Engineering Physics

Further Discussion & Research on PE modules

Deploy and test basic PE modules (Phase 1)

Stock Market App

Aivie

To advertise the application to the public

To develop a fully functionable mobile application

Train and maintain the engine

Subtopic

Xuggler

Moviepy

ffmpeg for video editing

machine learning module

haarcascade

deep learning module

rembg

opencv

Zeplin

Adobe XD

Android Studio

Machine learning

Marketing

advertisement

Quotation post

marketing using Instagram, twitter, website

Application

Calculate the videos to ensure whether it reached 10seconds

Saving videos

Scene detection

Background matting

Splitting the video into frames

Detect stop or stopSubVideo (machine learning classfier)

Recording of video (Android studio)

Detecting gesture in the mobile application (machine learning classifier)

Back-end

Engine

The gesture recognition does not work as intended

Front-end

The timeline animation at record button during the recording session

April 2022

New Product opportunity

Product 2

Product 1

Brain Storming App

To provide easiness ......

End time or attached schedule

Dev Ops

Internet Speed

Network configuration Challenge

Local Server

Secure Office Network

GPU

RAM

CPU

1 DevOps Engineer

Remote Availability

High GPU availability

High RAM availability

High CPU availability

Host PRSB and delfi Application

Create separate and powerful environment for developer and researcher to work from office server

AiSara Core Algorithm

Research

Proposed Ideas

Auto-ML module for end-end data preprocessing

- Will allow developers to easily test different datasets

- Could be a new product for aisara

Federated learning

Stress Testing on AiSara

AiSara 2.0 + Ensemble + HV

Aisara + Ensemble + HV

Aisara 2.0 + HV

Aisara + HV

A workflow for the developers on data-preprocessing before they start using aisara library

Proposing and creating new products for AiSara

Improving the accuracy

Enhancement to the aisara core algorithm

2 Developer

Iteration and testing in development of the idea

Core Algorithm Julia

Interpolation algorithm

Kriging in aisara

could also be used for PRSB

better accuracy natively

RBF Julia catered for aisara

To remove the dependency of python rbf which we are currently using

could improve the performance furthermore

Jan 2022

Hidden Variable testing

GPU Support

Provide GPU computation for the algorithm

Improve the algorithm through enhancement and stability

The core algorithm development

Aisara Web

May 2022

Purpose and Target

Create New Demo tool for public

Technical feature/details

Web that helps new needs of IT or ML (Metaverse, distributed computing, Computer vision related?)

Additional Domain research and challanges

Core Algorithm API

Schedule

Feb 2022

Updating endpoints in AiSara API package

HV

Ensemble

AiSara 2.0

Mar 2022

Combine multiple end-points into one aisara resource package for easier operation

The idea is to create a "developer suite", so that all the users could find everything there is in aisara through one API resource

Uncertainty/Risk

Minor bug in moving all AiSara core to local server

Resource

Equipment

Server (cloud/local)

Man power

1 Developer