Intelligent Solutions with AI/ML
YanHuang helps customers quickly access AWS AI & ML services, enabling you to fully leverage your cloud investment, improve cloud tool performance, and innovate new products and services.
Explore AI SolutionsService Content
Data Collection and Preparation
yanhuang helps customers identify, collect and prepare data for model training. This may involve processes such as data cleaning, transformation, and labeling.
Model Development and Training
yanhuang uses various AI/ML tools and services provided by AWS, such as Amazon SageMaker and Amazon Rekognition, to develop and train AI/ML models.
Model Deployment and Integration
yanhuang helps customers deploy developed and trained AI/ML models to various AWS services such as AWS Lambda and AWS EC2. Additionally, yanhuang can assist customers in integrating AI/ML models into their applications.
Monitoring and Optimization
yanhuang helps customers implement real-time monitoring and optimization of AI/ML models to ensure optimal performance in production environments.
Data Privacy and Security
yanhuang helps customers protect the privacy and security of data used in their AI/ML models, including data encryption, access control, and backup.
AWS AI/ML Key Products Introduction
Amazon SageMaker
A fully managed machine learning service provided by AWS for building, training, and deploying machine learning models. Amazon SageMaker provides a complete set of tools and algorithms for machine learning, along with scalable infrastructure, enabling customers to easily build, train, and deploy machine learning models in the AWS cloud.
Amazon Rekognition
An AI service for image and video analysis that can automatically detect, identify, and analyze objects, scenes, and activities in images and videos. The service can be used to build applications for face recognition, security monitoring, and media analysis.
Amazon Comprehend
A Natural Language Processing (NLP) service that can analyze text data to extract entities, keywords, sentiments, and topics. The service can be used to build applications for sentiment analysis, content filtering, and text classification.
Amazon Transcribe
An automatic speech recognition (ASR) service that converts speech to searchable, editable, and analyzable text. The service can be used to build applications for speech recognition, automatic captioning, and multilingual translation.
Amazon Translate
An automatic machine translation service that can translate text into multiple languages. The service can be used to build applications with multilingual support.
AWS Deep Learning AMIs
Amazon Machine Images (AMIs) provided by AWS that include various deep learning frameworks and libraries for quickly launching deep learning environments.
AWS Deep Learning Containers
Docker-based container images provided by AWS for quickly deploying deep learning environments locally or in the cloud.
Amazon Polly
A text-to-speech service provided by AWS that converts text into natural, fluent speech. Amazon Polly supports multiple languages and voice styles, allowing selection of different voices as needed.
Our AI/ML Services
Comprehensive artificial intelligence solutions for modern businesses
Machine Learning Models
Custom ML models for prediction, classification, and recommendation systems
Features:
- Amazon SageMaker implementation
- Custom model development
- AutoML solutions
- Model optimization
Use Cases:
- Demand forecasting
- Fraud detection
- Recommendation engines
Natural Language Processing
Extract insights from text data with advanced NLP capabilities
Features:
- Amazon Comprehend integration
- Sentiment analysis
- Entity recognition
- Language translation
Use Cases:
- Customer feedback analysis
- Document processing
- Chatbots
Computer Vision
Analyze and understand visual content with AI-powered image recognition
Features:
- Amazon Rekognition services
- Object detection
- Facial recognition
- Content moderation
Use Cases:
- Quality control
- Security systems
- Content analysis
Speech & Audio AI
Convert speech to text and text to speech with high accuracy
Features:
- Amazon Transcribe
- Amazon Polly
- Real-time transcription
- Multi-language support
Use Cases:
- Call center analytics
- Voice assistants
- Accessibility features
Machine Learning Pipeline
End-to-end ML development and deployment process
Data Preparation
Clean, transform, and prepare data for machine learning
- Data collection
- Data cleaning
- Feature engineering
- Data validation
Model Development
Build and train machine learning models using best practices
- Algorithm selection
- Model training
- Hyperparameter tuning
- Cross-validation
Model Deployment
Deploy models to production with scalable infrastructure
- Model packaging
- API development
- Load balancing
- Monitoring setup
Monitoring & Optimization
Continuously monitor and improve model performance
- Performance tracking
- Model retraining
- A/B testing
- Drift detection
AI/ML Success Stories
Real transformation results from our AI/ML implementations
Tiangong Yicai
Tiangong Yicai Visual Effects is a company providing post-production services for film and television. YANHUANG TECHNOLOGY SDN. BHD.'s technical and operations team helped Tiangong Yicai optimize their infrastructure and implement machine learning-based automation for post-production workflows. Using AWS's AI/ML services, Tiangong Yicai can perform post-production more efficiently and provide better services.
Key Achievements
Services Provided:
ASINKING
ASINKING is a company focused on cross-border e-commerce ERP management systems. They chose multiple AWS cloud services, including EKS, EC2, Athena, ElastiCache, Global Accelerator, SES, SQS, and Direct Connect. We provided EMR migration, DevOps, and operations services, helping them build an efficient, stable, and secure ERP system on AWS. Additionally, we provided AWS-based AI/ML services to help ASINKING better process and analyze data for smarter decision-making.
Key Achievements
Services Provided:
Industry Applications
AI/ML solutions tailored for different industries
Healthcare
- Medical image analysis
- Drug discovery acceleration
- Patient risk prediction
- Clinical decision support
Improved patient outcomes and reduced costs
Financial Services
- Fraud detection systems
- Credit risk assessment
- Algorithmic trading
- Customer service automation
Enhanced security and operational efficiency
Retail & E-commerce
- Personalized recommendations
- Inventory optimization
- Price optimization
- Customer behavior analysis
Increased sales and customer satisfaction