PHYSIS
OCTAVIO MÁRQUEZ
Experienced Software Developer (10+ yrs) focused on Full Stack Development, AI/ML, and cloud-native solutions (AWS / Azure). Led AI assistant library development at Nestlé (RAG), and boosted average invoice payment time for 50%+ at TV Azteca.
Certified with a Post Graduate Program in Artificial Intelligence and Machine Learning for Business Applications (The University of Texas at Austin), exploring Blockchain, IoT, and Quantum Computing.
Building my own crypto: $AQUILA
EDUCATION
- UNIVERSIDAD AUTÓNOMA DE NUEVO LEÓN [2008]
- Software Technology Engineering
- UNIVERSITY OF TEXAS [2024]
- Post Graduate Program in Artificial Intelligence and Machine Learning for Business Applications
LANGUAGES
- ENGLISH [100%]
- Professional Proficiency
- SPANISH [100%]
CERTIFICATIONS
- UDEMY [2023]
- Blockchain [Build a Blockchain & Crypto]
- UDEMY [2022]
- NodeJS - The Complete Guide [MVC, REST APIs, GraphQL]
- UDEMY [2021]
- SR REACT JS Developer [Redux (Thunk, Saga), Hooks, GraphQL, Firebase]
- UDEMY [2021]
- Complete NODE JS Developer [Express, GraphQL, REST, MongoDB, SQL, MERN]
- UDEMY [2015 / 2018]
- React JS - Courses
- 3CT [CDMX] [2015 / 2016]
- Programming courses [Javascript, PHP, JQuery, DB’s]
- CETI - UNIVERSIDAD AUTÓNOMA DE NUEVO LEÓN [2010]
- Web Design Course
SKILLS
PROGRAMMING LANGUAGES
- JavaScript [ES6]
- Typescript
- Python
- Java
FRONT END
- React JS
- Redux [Thunk/Saga]
- Next JS
BACK END
- Node JS
- Express JS
- GraphQL
- Python
- Java(Spring Boot)
- FastAPI
Databases
- PostgreSQL
- SQLite
- MongoDB
- DynamoDB
- Firebase/Firestore
- Pinecone
- Databricks
- Sanity IO
CLOUD & DEVOPS
- Docker
- Kubernetes
- GitHub
- AWS: EC2, S3, Lambda, API Gateway, DynamoDB, CodeCommit, CodeArtifact, CodePipeline, CodeBuild, System Manager, SageMaker, Route 53, CloudFront, IAM
- Azure: AKS, VM, Functions, Data Lake Storage, Key Vault, RBAC, DevOps
- MS Graph
- Terraform
EVENT DRIVEN ARCHITECTURE
- Kafka
- Protobuf
DATA SCIENCE
- NumPy
- Pandas
- Matplotlib
- Seaborn
MACHINE LEARNING
- Scikit-Learn
- XGBoost
- Imbalanced-learn
NLP
- Word2Vec
- NER
Computer Vision
- OpenCV
- PyTorch
- TensorFlow/Keras
GENERATIVE AI
- Retrieval-Augmented Generation (RAG) Architecture
- OpenAi Gym
- Hugging Face Diffusers
Data Engineering
ETL / ELT
ETL / ELT
- unstructured.io
- Azure Document Intelligence
- Airbyte
UI LIBRARIES
- Material UI
- Tailwind CSS
- Bootstrap
TESTING TOOLS & MONITOR
- Jest
- PyTest
- Cypress JS
- AWS CloudWatch
- Azure Monitor
- K9S
PROJECT MANAGEMENT
- ClickUp
- KanBan
- SCRUM
- Jira
- MS Teams
TOOLS
- VS Code
- Firefox DevTools
- Redux Devtools
- Intellij
Data Serialization:
- JSON
- YAML
- XML
OS: MAC OS - MACBOOK PRO MAX 3 | LINUX UBUNTU