Vision AiSara 2022
AiSara Core Algorithm
Core Algorithm API
Resource
Man power
1 Developer
Equipment
Server (cloud/local)
Uncertainty/Risk
Minor bug in moving all AiSara core to local server
Schedule
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
Feb 2022
Updating endpoints in AiSara API package
AiSara 2.0
Ensemble
HV
Aisara Web
Uncertainty/Risk
Additional Domain research and challanges
Resource
Man power
1 Developer
Equipment
Server (cloud/local)
Technical feature/details
Web that helps new needs of IT or ML (Metaverse, distributed computing, Computer vision related?)
Purpose and Target
Create New Demo tool for public
Schedule
May 2022
Core Algorithm Julia
Uncertainty/Risk
Additional Domain research and challanges
Resource
Man power
1 Developer
Equipment
Server (cloud/local)
Technical feature/details
The core algorithm development
Purpose and Target
Improve the algorithm through enhancement and stability
Schedule
Jan 2022
GPU Support
Provide GPU computation for the algorithm
Hidden Variable testing
Feb 2022
Interpolation algorithm
RBF Julia catered for aisara
To remove the dependency of python
rbf which we are currently using
could improve the performance furthermore
Kriging in aisara
better accuracy natively
could also be used for PRSB
Research
Uncertainty/Risk
Iteration and testing in development of the idea
Resource
Man power
2 Developer
Equipment
Server (cloud/local)
Technical feature/details
Enhancement to the aisara core algorithm
Improving the accuracy
Proposing and creating new products for AiSara
Schedule
Jan 2022
A workflow for the developers on data-preprocessing before they start using aisara library
Feb 2022
Stress Testing on AiSara
Aisara + HV
Aisara 2.0 + HV
Aisara + Ensemble + HV
AiSara 2.0 + Ensemble + HV
Proposed Ideas
Federated learning
Auto-ML module for end-end data preprocessing
Dev Ops
Purpose and Target
Create separate and powerful environment for developer and researcher to work from office server
Schedule
May 2022
Technical feature/details
Host PRSB and delfi Application
High CPU availability
High RAM availability
High GPU availability
Remote Availability
Resource
Man power
1 DevOps Engineer
1 Developer
Equipment
Local Server
CPU
RAM
GPU
Secure Office Network
Uncertainty/Risk
Network configuration Challenge
Internet Speed
Brain Storming App
Schedule
End time or attached schedule
Purpose and Target
To provide easiness ......
Technical feature/details
Resource
Man power
Equipment
Uncertainty/Risk
New Product opportunity
Product 1
Schedule
End time or attached schedule
Purpose and Target
To provide easiness ......
Technical feature/details
Resource
Man power
Equipment
Uncertainty/Risk
Product 2
Schedule
End time or attached schedule
Uncertainty/Risk
Purpose and Target
To provide easiness ......
Technical feature/details
Resource
Man power
Equipment
Aivie
Schedule
April 2022
Uncertainty/Risk
Front-end
The timeline animation at record button during the recording session
Engine
The gesture recognition does not work as intended
Back-end
Technical feature/details
Application
Detecting gesture in the mobile application (machine learning classifier)
Recording of video (Android studio)
Detect stop or stopSubVideo (machine learning classfier)
Splitting the video into frames
Background matting
Scene detection
Saving videos
Calculate the videos to ensure whether it reached 10seconds
Marketing
marketing using Instagram, twitter, website
Quotation post
advertisement
Resource
Man power
Engine
Machine learning
Front-end
Back-end
Marketing
Equipment
Front-end
Android Studio
Adobe XD
Zeplin
Engine
opencv
deep learning module
rembg
machine learning module
haarcascade
ffmpeg for video editing
Back-end
Android Studio
Moviepy
Xuggler
Purpose and Target
Subtopic
To develop a fully functionable mobile application
Train and maintain the engine
To advertise the application to the public
Stock Market App
Schedule
End time or attached schedule
Purpose and Target
To provide easiness ......
Technical feature/details
Resource
Man power
Equipment
Uncertainty/Risk
PRSB
Technical feature/details
Petroleum Engineering Physics
Deploy and test basic PE modules (Phase 1)
Further Discussion & Research on PE modules
ML/AI
Test & Deploy pre-process modules in web app
Data Related
Test importing and exporting data
Resource
Man power
Equipment
Purpose and Target
To provide easiness ......
Schedule
End time or attached schedule
Uncertainty/Risk
Delfi
Technical feature/details
Resource
Man power
Equipment
Schedule
End time or attached schedule
Purpose and Target
To provide easiness ......
Uncertainty/Risk
Petrel Integration
Purpose and Target
Provide Integration with Petrel user for modelling the Data using AiSara
Schedule
May 2022 - Initial Trial and sketchup
Uncertainty/Risk
.NET developer or Desktop app developer need
Technical feature/details
Resource
Man power
1 Developer
1 Petroleum Engineer
Equipment
Local Server and Delfi Server
Machine with Petrel Application
Geology/Geophysics based Algorithm modelling
Uncertainty/Risk
.NET developer or Desktop app developer need
Technical feature/details
Schedule
May 2022 - Initial Trial and sketchup
Purpose and Target
Provide Integration with Petrel user for modelling the Data using AiSara
Resource
Man power
1 Developer
1 Petroleum Engineer
Equipment
Local Server and Delfi Server
Machine with Petrel Application
Marketing and Design
Social Media Marketing
Technical feature/details
Video posting
Video with voiceover
Sharing session
From 1 minute session with the team
Video/picture/lesson learn
Resource
Man power
Equipment
Purpose and Target
To provide easiness ......
Uncertainty/Risk
Schedule
End time or attached schedule
UI/UX and Design
Brainstorming app
Technical feature/details
Chatbot
Group chat
Session
Resource
Man power
Front-end developer
Back-end developer
Equipment
Adobe XD
Adobe illustrator
Adobe Photoshop
Purpose and Target
To provide UI/UX and flow of the application
Create some intuitive design or triggering design that represent "Brainstorming"
Find an impactful name for the app, eg: Brainstorming, Mindstorming, etc
Uncertainty/Risk
Cannot export whole artboard into javascript file
Some animation in the prototype might not be able to be developed during the development of the application
Schedule
November 2021
PRSB
Technical feature/details
Data processing feature
Interpretation feature
Resource
Man power
Front-end Developer
Petroleum Engineer
Equipment
Adobe XD
Adobe Photoshop
Purpose and Target
To provide UI/UX and flow of the application
To understand terms and flow of the web application based on petroleum engineer perspective
Uncertainty/Risk
Cannot export whole artboard into javascript file
Schedule
December 2021
Delfi
Technical feature/details
Model
Constraint & Events
Nodes
Scenario
Resource
Man power
Petroleum Engineer
Equipment
Adobe XD
Adobe illustrator
Adobe Photoshop
Purpose and Target
To provide UI/UX and flow of the application
Uncertainty/Risk
Schedule
End time or attached schedule
Petroleum Engineering Physics
Decision on the modules inside the project
Discussion & Research on PE modules