AI/Machine Learning Engineer

What you will do:

• Develop and fine-tune machine learning models for Thai-specific NLP and computer vision tasks.

• Enhance Kirin AI's capabilities, including sentiment analysis, demographics identification, logo recognition, and scene understanding.

• Optimize and deploy large language models (LLMs) for multilingual and Thai-focused applications.

• Collaborate with cross-functional teams to integrate AI solutions into Wisesights platforms.

• Conduct data preprocessing and feature engineering for large-scale Thai datasets.

• Ensure ethical AI practices by mitigating biases and respecting cultural nuances in Thai data.

• Stay updated with advancements in AI and suggest innovative applications for Wisesights products.

What you will need:

Technical Skills:

• Proficiency in Python and AI/ML frameworks (TensorFlow, PyTorch, Scikit-learn).

• Expertise in NLP for Thai, including tokenization, sentiment analysis, and named-entity recognition.

• Experience with computer vision tasks like OCR, image retrieval object detection, and etc.

• Experience with LLMs (e.g., GPT, BERT) and tools for fine-tuning them for Thai data.

• Database utilization experience with SQL and NoSQL systems (e.g., PostgreSQL, MongoDB).

• Understanding of design patterns such as Singleton, Factory, and Observer to create efficient and reusable code structures.

• Ability to convert trained or pre-trained models into API services using frameworks such as TensorFlow Serving, FastAPI, Flask, or PyTorch Serve for scalable and efficient deployment.

• Capability to write production-grade source code with a focus on performance, scalability, and maintainability.

• Awareness and mindset to balance cost-effectiveness with model accuracy and F1 score, ensuring efficient scaling and resource utilization in production environments.

Soft Skills:

• Strong problem-solving and analytical thinking abilities.

• Excellent communication skills to explain AI concepts to non-technical stakeholders.

• Adaptability and eagerness to learn new AI technologies and methodologies.

• Team collaboration skills with a focus on delivering results in a fast-paced environment.

It's a plus if you have:

• Experience with Thai language tools/frameworks like PyThaiNLP, and etc.

• Hands-on experience with Thai-specific LLMs such as WangChanGLM.

• Proficiency in Kubernetes for container orchestration, deploying, and scaling AI/ML workloads in a cloud-native environment.

• Experience with data monitoring tools such as Prometheus, Grafana, or Loki for tracking model performance, resource utilization, and system health.

• Familiarity with AI ethics, particularly in multilingual and cultural contexts.

• Prior experience in deploying AI solutions for social media analytics or similar fields.

• Experience with hardware accelerators such as AWS Inferentia (Neuron), NVIDIA GPUs (e.g., A100, V100), or Google TPUs for optimizing AI/ML training and inference workflows.

• Experience with clean code architecture principles, including modularization, separation of concerns, and dependency injection, to ensure maintainable and scalable codebases.

• Understanding of MLOps practices, including CI/CD pipelines for AI models.

• Knowledge of cloud platforms (AWS, Google Cloud) for model deployment and scaling.

• Experience with Redis for caching, message brokering such as RabbitMQ, or real-time data processing to optimize application performance and scalability.