Development Support by a Specialized Team
Our team utilizes deep expertise and rich experience to strongly support your development operations. The main areas we cover are as follows:
- Machine Learning & AI Development: Using advanced frameworks like TensorFlow, PyTorch, and Keras, we develop models for object detection, classification, and computer vision.
- Data Engineering & Analysis: Utilizing Apache Airflow, SQL, and Azure, we provide strong data pipeline construction and in-depth data analysis.
- Geospatial Analysis & Remote Sensing: By leveraging GIS, Power BI, and remote sensing technologies, we conduct data visualization and high-precision spatial analysis.
- Full-Stack Development & Web Solutions: Using PHP, Laravel, Vue.js, and Docker, we develop scalable and user-friendly applications such as e-commerce and CRM systems.
Reasons to Choose Us
Cost Efficiency: By leveraging our Philippines-based operations, we provide cost-effective services.
Dedicated Engineer System: Engineers are selected for each client, ensuring dedicated support for your project.
Quality-Focused: We apply strict quality standards throughout all processes to deliver results that exceed expectations.
Track Record
- Machine Learning and AI Development:
Our AI services function as a support team for clients’ internal AI engineers, allowing companies to leverage our expertise without developing solutions from scratch. We focus on tasks assigned by our clients, and execute them with accuracy and efficiency:
- Support-Only Model: We do not develop AI solutions independently. Instead, we offer specialized assistance based on specific instructions and tasks provided by our clients.
- Data and Material Utilization: Clients provide the data, materials, and resources. Our role is to preprocess, annotate, and handle other support functions as directed.
- Team Extension: Operating as an offshore support team, we assist our clients’ AI engineers in completing their projects efficiently.
- Full-Stack Development & Web Solutions:
In addition to AI services, we offer web development support, where our offshore team assists clients by handling specified web development tasks. We ensure high standards and responsiveness while integrating seamlessly into the client’s workflow. Our expertise includes full-stack development, CRM solutions, and e-commerce platform support, all tailored to meet the unique requirements provided by the client.
This offshore model allows us to provide expert assistance while giving clients direct control over project specifications, ensuring alignment with their goals. We are committed to delivering reliable, high-quality support that enhances our clients’ capabilities without the need for them to hire locally.
- Full support for web design and launch for a new company.
- Development of mobile versions of existing websites.
Specific Tasks in AI Development
- Data Processing & Creation:
- Creation of high-quality training data (data annotation).
- Noise removal and filling of missing data in datasets.
- Data normalization and feature engineering to improve model performance.
- Model Training:
- Train models using training data and identify optimal parameters.
- Improve model accuracy through hyperparameter tuning (e.g., learning rate, batch size).
- Use cross-validation to improve the model’s generalization ability while preventing overfitting.
- Model Testing:
- Measure performance using metrics such as accuracy, precision, and recall with test data.
- Conduct error analysis to identify areas for improvement.
- Verify functionality in real-world environments using operational data.
Client Support Workflow
Requirement Confirmation: The team leader listens to your challenges and clarifies achievable goals.
Analysis: The requirements are analyzed in detail, and feasible solutions are proposed.
Staff Allocation: Engineers dedicated to your company are assigned to the project. The selection is based on the required skill sets for the project.
Task Instructions: Your project leader directly instructs the dedicated engineers on their tasks.
Task Execution: Tasks are executed accurately and quickly. Progress is reported either through daily reports or as needed.
Management: The team leader manages progress in real-time, sharing updates with your company through weekly meetings or reports. Any issues are addressed promptly.
Submission: After reviewing the completed deliverables, they are submitted to your company.
Introducing Our Team
Team Leader
Ronan serves as the team leader of reaple, focusing on facilitating collaboration and ensuring the precise execution of tasks based on client specifications. As a leader, he ensures the team operates as an offshore support unit dedicated to following instructions and delivering high-quality results aligned with client expectations. With experience in managing AI projects and fostering cross-cultural collaboration, Ronan ensures that the team consistently meets deadlines while maintaining exceptional standards.
Team Members
Val is a highly skilled project assistant specializing in AI model development and data annotation. With expertise in QGIS, TensorFlow, and Python, he has contributed to significant AI projects, including settlement mapping and object detection. His dedication to detail and passion for data science make him an essential part of the team, driving the creation of efficient and accurate AI models.
Mark is a talented AI development project support specialist with a strong focus on machine learning and remote sensing. Proficient in Python, TensorFlow, and Keras, he has worked on various AI projects, including settlement detection and 3D LiDAR segmentation. His problem-solving skills and analytical mindset are vital to ensuring the success of complex AI projects.
Our offshore development service provides a seamless, cost-effective solution for clients, particularly Japanese companies, who face challenges in hiring local employees due to talent shortages or high costs. By working directly with our offshore team in the Philippines, clients can maintain quality and efficiency without the need for extensive in-house resources. Here’s how it works:
- Direct Task Execution: Clients provide detailed specifications, and our team takes care of the rest, ensuring precise execution of tasks based on the requirements.
- Direct Client Communication: Clients work directly with offshore employees, such as our dedicated team in the Philippines, ensuring a transparent and streamlined process.
- Flexible Support: Our model adapts to meet the unique needs of companies by providing skilled offshore professionals who act as an extension of the client’s team.
At reaple, we take pride in being a dependable and efficient partner for offshore development. Our team operates with a commitment to delivering precision, consistency, and high-quality results. By acting as a seamless extension of our clients’ operations, we empower them to focus on their core goals while we handle the technical execution with expertise and dedication.