We have experience in 

• Deep Learning (CNNs, etc.) for Computer Vision using Keras and TensorFlow

• Time-Series Forecasting (LSTM, Transformers, Prophet, etc.)

• Traditional Regression and Classification Models

Our team has project and internship experiences developing Android applications and web applications using modern front-end and back-end technologies such as (but not limited to):

• Front-end development using React.JS, Next.JS, Three.JS, WebGL

• Back-end development using Java, C#/.Net Core, Ruby on Rails, MongoDb, PostgreSQL

• Containerization + CI/CD tools: Docker

• Cloud Services such as Google Cloud Products, Azure DB

• Testing Frameworks such as Cypress.io, Jest, Moq, Cucumber

• Skilled in Data Structures, Algorithms & Problem solving

We have experience in:

• Exploratory Data Analysis (EDA) with Python/ R

• Dashboard Visualisation using Looker Studio/ Power BI/ Tableau

Our team had developed a management system created for TSH Group to streamline their training processes, enhance efficiency and monitor their employee's skill sets through a comprehensive dashboard.

Link to demo

We are proficient in CAD and mechanical/ hardware design for different manufacturing methods. We are also experienced in rapid, iterative prototyping, through the use of 3D Printing.

• CAD Design

• 3D Printing

• Circuit Design

We have experience designing a fully analog, battery-operated electrical circuit capable of detecting environmental conditions, such as rain, to automatically close an open window using a small stepper motor. The circuit includes a built-in safety feature for obstacle detection, which halts motor motion upon sensing an obstruction. Additionally, the sensitivity of the detection system can be adjusted to meet user requirements.