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subpath/README.md

Hello there, I'm Sasha 👋codeSTACKr | LinkedIn

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I'm a husband, father, cat owner, and a full-stack machine-learning engineer imageimageimageimage

Languages and Tools

python, scala, rust, spark, airflow, fastapi, flask, akka, warp, tokio, lucene, kafka, nats, docker, k8s, terraform, luigi, polars, duckdb, pydantic, uv, deep learning, Keras, PyTorch, BERT, fasttext, word2vec, scikit-learn, CuML, CuDF,
vllm, ollama, LiteLLM, axolotl, Llama.cpp, adk, qdrant, RAG, agents, langgraph, mcp, GCP, Vertex AI, Cloud Run, Cloud Functions, Pub/Sub, Dataflow, Bigtable, BigQuery, GKE, AWS, Lambda, EKS, S3, SageMaker, Kinesis, Glue, DynamoDB, Athena,
EMR, Redshift, ECS, Fargate, Step Functions, EventBridge, CloudWatch, IAM, VPC, EC2, RDS, ElastiCache, OpenSearch,
PostgreSQL, MySQL, Redis, MongoDB, Cassandra, Elasticsearch, ClickHouse, Milvus, FAISS, Weaviate, Pinecone, ChromaDB,
Ray, Dask, Celery, Prefect, Dagster, MLflow, Weights & Biases, Feast, Airbyte, dbt, Trino, Presto, Hive, Iceberg, Delta Lake, Hudi,
Pandas, NumPy, SciPy, JAX, XGBoost, LightGBM, CatBoost, ONNX, TensorRT, Triton Inference Server, NVIDIA Triton, DeepSpeed, LoRA, QLoRA, PEFT,
Transformers, SentenceTransformers, Hugging Face, tokenizers, datasets, bitsandbytes, FlashAttention, GGUF, safetensors, OpenAI API, Anthropic API, Gemini API,
Prometheus, Grafana, Loki, Tempo, Jaeger, OpenTelemetry, ELK Stack, ArgoCD, Helm, Istio, Linkerd, Envoy, Nginx, Traefik,
GitHub Actions, Jenkins, DroneCI, GitLab CI, Bazel, Gradle, Maven, sbt, Poetry, Hatch, Ruff, Black, Mypy, Pytest,
gRPC, REST, GraphQL, Protobuf, Avro, Parquet, ORC, Arrow, JSON Schema, OpenAPI, AsyncIO, SQLAlchemy, Alembic

ML topics

llms, search, NLP, NLU, Time-series forecasting, anomaly detection, real-time ML, probabilistic classification

Pinned Loading

  1. Keras_music_gererationKeras_music_gererationPublic

    Music generation with Keras and LSTM

    Jupyter Notebook 105 39

  2. neuro-evolutionneuro-evolutionPublic

    Wrapper for neural evolution approach for hyperparameter tuning

    Python 12 5

  3. DCGAN-with-PytorchDCGAN-with-PytorchPublic

    Deep Convolutional GAN with PyTorch

    Python 4 1

  4. Gale-Shapley algorithmGale-Shapley algorithm
    1
    {
    2
    "cells": [
    3
     {
    4
    "cell_type": "code",
    5
    "execution_count": 1,
  5. weighted_trieweighted_triePublic

    🦀 Rust crate that allows creating weighted prefix trees that can be used in autocomplete

    Rust 10 2

  6. scala-autocomplete-apiscala-autocomplete-apiPublic

    Scala