AI Modelling

From data to production-grade AI

We design, train, and deploy AI models tailored to your use cases: LLMs & RAG, NLP, Computer Vision, and Time Series forecasting. CCDS handles the full lifecycle—from data preparation and experimentation to evaluation, optimization, and MLOps deployment.

Khám phá các dịch vụ AI Modelling Services

LLMs & RAG

NLP

Computer Vision

Time Series

LLMs & Retrieval-Augmented Generation (RAG)

Build domain-aware assistants with secure retrieval, prompt engineering, evaluation (RAGAS), and guardrails. We integrate vector databases and optimize latency, cost, and accuracy for production.

Natural Language Processing

Text classification, NER, summarization, semantic search, sentiment & topic modelling—fine-tuned or zero-shot. Robust evaluation and bias checks included.

Computer Vision

Image classification, detection, and segmentation using modern architectures. We handle data labeling pipelines, augmentation, and deployment to edge or cloud.

Time Series Forecasting

Demand, revenue, or anomaly detection with classical and deep models. Feature engineering, backtesting, scenario simulation, and monitoring for drift.

AI Use Cases

Customer Support Assistants (RAG)

Document Intelligence & Search

Quality Control & Visual Inspection

Sales Forecasting & Anomaly Detection

Marketing Content & Summarization