Minh Lê Đức

Oryza Systems

• AI Services: Designed and deployed real-time face recognition systems for secure, low-latency identification across edge and cloud environments.
• Vector Retrieval Service: Integrated Faiss and Milvus to enable high-speed vector similarity search and information retrieval for image recognition.
• AI Deployment: Built containerized inference services using Docker and led the entire deployment lifecycle including CI/CD, monitoring, performance tuning, and rollback strategies.
• Metadata Services: Designed and implemented scalable metadata pipelines for ingestion, enrichment, and system-wide synchronization using Kafka.
• Infrastructure DevOps: Managed microservices with Docker and Kubernetes.
• Observability: Improved system resilience with enhanced logging, monitoring via ELK stack.

HPT Vietnam Corporation

• AI Model Development: Created an AI-powered malware detection system with 95% accuracy, reducing false positives by 30%.
• Optimization: Enhanced AI model efficiency and accuracy, reducing inference time by 25%.
• Documentation: Produced detailed reports for knowledge transfer and model reproducibility.

Bachelor’s Degree, Faculty of Computer Science

Binh Duong Province, Vietnam

Smart Evaluation Solution

An AI-powered brand analysis platform that processes multimodal data (text, images, audio, video) to evaluate brand perception and sentiment.

• AI-Driven Insights: Led a team of 4 to develop a brand-awareness evaluation system leveraging multimodal deep learning.
• Cloud Scalability: Integrated Google Cloud AI services for real-time processing and high availability.
• Impact: Achieved 90% accuracy in brand mention detection and 85% sentiment classification accuracy.

NeuralNotes

A deep learning project that explores AI-assisted music composition and ideation using neural networks.

• AI Composition: Created a system that generates music using PyTorch-trained neural models.
• Scalable APIs: Deployed via FastAPI for real-time inference and integration.
• Creative Impact: Contributed to research on AI-enhanced creative workflows in music production.