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Eduardo Gusmao's user avatar
Eduardo Gusmao's user avatar
Eduardo Gusmao's user avatar
Eduardo Gusmao
Senior Machine Learning Researcher | Applied Scientist
  • Member for 14 days
  • Last seen this week
Profile Activity

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120
reputation
554
reached
15
answers
2
questions
Communities

About

Interests:

  • Machine/Deep Learning
  • Bioinformatics
  • Optimisation

Infrastructure

  • Bare-Metal Servers
  • VMs
  • Hardware: AMD | ARM | NVIDIA | Intel
  • OS: MAC OS X | Ubuntu | Debian | Fedora | Windows
  • Cloud_Computing: AWS, GCP, Azure
  • HPC_Paradigm: Slurm, OpenPBS, MPI
  • Infra_as_Code: Terraform, CloudFormation, Pulumi

Languages:

  • Multi_Paradigm: Python | C/C++ | R | Bash/Shell | Julia | Go | Rust | Kotlin
  • Web_OO: TypeScript | Java | Javascript | C# | Ruby | PHP
  • Markup: YAML | Quarto | LaTeX | HTML/CSS/Markdown
  • Declarative: SQL | HCL
  • Runtimes: CPython | JVM | Node.js

ML_Stack:

  • Frameworks: PyTorch | JAX | TensorFlow | Keras | Hugging Face | NLTK | Scikit-Learn
  • Engines: Spark | Ray | TensorRT
  • Models: Generative Models | Variational Inference | Graph Neural Networks | Attention Hypergraph

Data_Stack:

  • Databases:
    • SQL: PostgreSQL | MySQL
    • NoSQL: MongoDB | Arangodb
    • Vector: Pinecone | FAISS
  • APIs: REST | GraphQL | gRPC
  • Data_Software: Power BI | Microsoft Suite | HDF5/Parquet/Zarr
  • Data_Tools:
    • Basic: Pandas | NumPy | Scipy | Bioconductor | PySAM
    • Big_Data: Dask | Polars
    • Specialized: PyCaret | OpenCV

Web_Stack:

  • Frameworks: Django | React | Next.js | Express.js
  • Dashboards: Dash | Streamlit | Gradio

Systems:

  • Version_Control: Git | Github
  • Packaging: pip | (micro)mamba | (mini)conda | poetry | npm
  • Containers: Docker | Singularity | Podman
  • Orchestration: Kubernetes | Helm
  • CI_CD: GitHub Actions | Jenkins | GitLab CI
  • Observability: Prometheus | Grafana

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Top posts

View all questions, answers, and articles
3
How do I print a list of converted numbers as letters in Python?
Jan 26
2
How to create a class that generates auto-updateable plots
Jan 27
2
How to identify users' profiles based on the output uplift values
Jan 26
2
Tokenizer configuration - MLX
Jan 19
1
When is it appropriate to use the "Async" suffix when naming a function? Yield, or non-blocking, or both?
Jan 27
0
What does "SbkConverter::copyToPython is null" mean?
18 hours ago
0
Why is the arrow not rendering to the right
Jan 28
0
Implemenatation Of the KONG API Gate way in microservice using HS256 and RS256
Jan 27
0
Recommendation of Dynamic Animated SVGs for GitHub Landing Repo Usage (Not common static SVGs)
Jan 27
0
Overriding the agent state in Langgraph
Jan 27