Vision AiSara 2021
AiSara Core Algorithm
Core Algorithm API
Technical feature/details
Adjustable AiSara Module for different Client
Remove one of the module which are not useable for all-purpose data
Limit number of variable
Preprocess layer which only accept specific type of data or limited number of variables
Uncertainty/Risk
Minor bug in moving all AiSara core to local server
Resource
Man power
1 Developer
Equipment
Server (cloud or local)
Schedule
November 2021
API for ensemble algorithm
December 2021
API for AiSara 2.0
Purpose and Target
Give Client Copy of AiSara Engine with limited freedom and specific usage only
Core Algorithm Julia
Purpose and Target
Give Client Copy of AiSara Engine with limited freedom and specific usage only
Schedule
November 2021
Research on size reduction of docker image
To reduce the load and price of cloud hosting
through reducing the hardware allocation
December 2021
Integration of new Julia algorithm with different products of our company
Aisara Web
Uncertainty/Risk
Minor bug in moving all AiSara core to local server
Technical feature/details
Evaluation of all AiSara web
Testing with AiSara Core in Julia
Testing with Aisara engine in local Server
Internal Engineer testing
Purpose and Target
Marketing tool for Aisara core engine that only utilize AiSara Engine
Resource
Man power
1 Developer
Equipment
Internal Server
Schedule
December 2021
Research
Uncertainty/Risk
Iteration in testing and implementing new tools and techniques
Technical feature/details
Enhancement to the aisara core algorithm
Improving the accuracy
Proposing and creating new products for AiSara
Purpose and Target
Develop enhancement tools for the aisara core algorithm
Resource
Man power
2 Developer
Equipment
Internal Server
Cloud
For production capabilities
Schedule
November 2021
Hidden Variable
Accuracy Improvement
Ensembling Techniques
API development
December 2021
Stripping of AiSara Algorithm for PRSB
Dev Ops
Local Server
Technical feature/details
Host Stock Market App Data Server
Host AiSara Core locally at office and accessible anywhere
Host AiSara Core Julia locally at office and accessible anywhere
Host nfs-server for kubernetes
Allow remote team to access local internet using VPN
Schedule
December 2021
Hypervisor
Kubernetes
Docker
Networking
Remote Work Router
Virtual Port setup for hypervisor
November 2021
Purchase
Setup
App Deployment
Database
NFS-server
Resource
Man power
1 DEvOps Engineer
1 Developer
Equipment
Local Server in KL
Adjustable router for external access
Uncertainty/Risk
Purpose and Target
Provide Internal Developer to host existing server in local server
Brainstorming App
Main topic
New Product opportunity
Product 1
Schedule
End time or attached schedule
Uncertainty/Risk
Technical feature/details
Resource
Man power
Equipment
Purpose and Target
To provide easiness ......
Product 2
Schedule
End time or attached schedule
Technical feature/details
Uncertainty/Risk
Purpose and Target
To provide easiness ......
Resource
Man power
Equipment
Aivie
Schedule
End time or attached schedule
Uncertainty/Risk
Front-end
Back-end
Chaquopy does not support video processing.
Design Prototype
Engine
The gesture recognition does not work as intended
Technical feature/details
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
Saving videos
Calculate the videos to ensure whether it reached 10seconds
Resource
Man power
Machine learning engineer
Front-end
Back-end
Equipment
Prototype
Adobe XD
Adobe Illustrator
Zeplin
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
Chaquopy
Purpose and Target
Mobile application with simple task
To develop our own gesture recognition machine
To develop a fully functional AI Video Trimming Engine
Stock Market App
Schedule
End time or attached schedule
Purpose and Target
Provide Dynamic Analysis and Screening for Existing Market/Stocks
Technical feature/details
Resource
Man power
1 Data Analyst
1 Developer
1 Machine Learning Engineer
Equipment
Uncertainty/Risk
PRSB
Technical feature/details
Petroleum Engineering Physics
Decision on the modules inside the project (Phase 1)
Discussion & Research on PE modules
Data Related
Finalizing on web application plotting
Testing the dynamic of web app plotting
ML/AI
Test & Deploy several pre-process modules in web app
General
Finalizing graphic user interface of the web application
Resource
Man power
1 Project Lead
1 Petroleum Engineer
1 Algorithm/ML Engineer
1 Developer
Equipment
Local Server
Purpose and Target
Create easy interface for engineer to fix PDG data and do analysis with available data
for PRSB research usage
Mimic PE software but with advance AI/ML modules & AiSara
Schedule
Preparation until end 2021
Uncertainty/Risk
Different set of Data used during preparation and client's data
Aisara Engine Modelling with limited function for client
client restriction regarding the data usage
competition with what is already available in the market
Delfi
Forecast Manager
Streamlit into Delfi
Assisted History Matching
Technical feature/details
AiSara Modelling
Visualization
3D
Blindtest
Variable Ranking
Improved or targeted UI for Oil and Gas
Uncertainty/Risk
Performance Issue for big dataset
Schedule
November 2021
Purpose and Target
Help to reduce time in generating History Matching scenario and find lowest error model
Resource
Man power
1 Developer
1 Petroleum Engineer
Equipment
Server (local/cloud)
Data Driven Production Forecast
Technical feature/details
AiSara Modelling
Visualization
2D rate vs time Scenario
Blindtest
Variable Ranking
Improved or targeted UI for Oil and Gas
Resource
Man power
1 Developer
1 Petroleum Engineer
Equipment
Server (local/cloud)
Purpose and Target
Help to reduce time in generating History Matching scenario and find lowest error model
Uncertainty/Risk
Data Modelling for high number of target but limited training variable
Schedule
November 2021
Marketing and Design
Social Media Marketing
Uncertainty/Risk
Less followers
No better reach
Low engagement
Schedule
December 2021
Technical feature/details
9am posting/daily
Tips and Tricks
Quotation post
News, article, and blog
Update social media on the website
Resource
Man power
Content creator
Team for content ideas
Voiceover Person
Equipment
Meetedgar
Adobe Premiere Pro
Adobe Illustrator
Adobe Photoshop
Microsoft Powerpoint
Grammarly
Canva
Purpose and Target
To give exposure to the audience about AiSara, let people know AiSara and its product
Deliver what AI and ML is to the audience
Create some engaging content or something in trend
Create some post with voiceover/persona
UI/UX and Design
Brainstorming app
Schedule
November 2021
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 improve the UI/UX and flow of the application
New name for the application
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
PRSB
Uncertainty/Risk
Cannot export whole artboard into javascript file
Technical feature/details
Data processing feature
Interpretation feature
Resource
Man power
Front-end Developer
Petroleum Engineer
Equipment
Adobe XD
Adobe Photoshop
Schedule
December 2021
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
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