Hi there 👋

MSc Marco Antonio Cardoso Moreno

I'm currently a PhD student at Computing Research Center, from Instituto Politécnico Nacional, in México. My current research interests include, in no specific order:

• Brain Computer Interfaces
• EEG Signal Processing
• Deep Learning
• Machine Learning
• Explainable AI
• Natural Language Processing
• Computational Cognitive Science

Industry Work

I work as an AI/ML engineer and Data Scientist, designing and delivering Generative AI solutions for enterprise clients. My projects typically involve architecting end-to-end pipelines on AWS, from ingestion and retrieval to inference and deployment.

Some of the problems I work on:

• RAG pipelines for document-grounded Q&A and semantic search (NL2SQL, knowledge base retrieval)
• Conversational AI agents powered by Amazon Bedrock, including multi-turn chatbots and voice-to-voice agents
• Multi-tenant architectures with authentication, RBAC, and session isolation
• Async event-driven systems using decoupled microservices patterns
• Scoping and delivering projects through structured Statements of Work across PoC and MVP phases

AWS Services I work with regularly

• AI/ML: Amazon Bedrock (Agents, Knowledge Bases), Amazon Connect
• Compute: AWS Lambda, Amazon EC2, Amazon ECS (Fargate)
• Messaging & Async: Amazon SQS
• Storage & Search: Amazon S3, Amazon OpenSearch Service, Amazon DynamoDB
• Auth & Security: Amazon Cognito, AWS IAM, AWS Secrets Manager
• Networking & Delivery: Amazon CloudFront, Amazon API Gateway, VPC
• Observability: Amazon CloudWatch, AWS CloudTrail

Technologies

• Python
  • PyTorch
  • Keras
  • Tensorflow
  • Scikit-learn
  • Numpy
  • Pandas
  • MNE
  • Seaborn
  • Matplotlib
• C/C++
• Linux
• Matlab

Links

• Google Scholar
• Linked In