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khaykingleb/README.md

👋 Hey, I'm Gleb

  • ML infra/platform engineer focused on GPU clusters, K8s, and large-scale distributed systems for training and inference
  • Currently on the Model Shaping team at Together AI, building infrastructure and platform tooling for fine-tuning, RL, evaluation, quantization, and distillation of open-source LLMs at scale
  • Graduated from the Higher School of Economics, where I studied Computer Science and Finance
  • Passed CFA Level 1 during undergrad; maintain interest in quantitative finance and portfolio management

📚 Latest blog posts

🐟 Upstream contributions

🛠️ Stack

Top Langs

Click to view technologies

Languages

PythonRustGoC++TypeScriptSQL

Frontend

HTML5CSS3ReactNextRemixTailwindVercel

Backend

gRPCOpenAPISwaggerWebsocketWebhookAIOHTTPFastAPIPydanticJWTNode.js

DevOps & MLOps

TerraformOpenTofuAnsibleContainerdDockerK8sK3sHelmKustomizeAWSGCPCloudflareDigitalOceanFargateLambdaModalGrafanaAlloyPrometheusLokiNginxTraefikLet's EncryptNamecheapTailscaleNgrokDVCNVIDIA TritonOllamaGradioLangChainLangGraphLangSmithTorchScriptONNXTensorRTCoreMLSmartyJinjaHydraArgoCDGitHub ActionsPre-commitPytestSeleniumRuffPyCQADetect SecretsInfracostCommitlintESLintStylelintPrettierConventional CommitsSemVerSemantic ReleaseJustMakeCMakeuvPoetryAnacondaConanpnpmnpm

Data Engineering & Distributed Systems

HadoopSparkDatabricsPolarsKafkaRabbitMQCelery

Storage

RedisPostgreSQLSqitchPGVectorS3R2SupabaseFirebaseAirtableMongoDB

R&D

PyTorchLightningWBHugging FaceNemoVowpal Wabbitscikit-learnNumPyPandasSciPyPlotlyColabJupyterR

Miscellaneous

AnkiOpenAIVSCLinuxUbuntuMacOsNixShellGit.envLLVMBrewTmuxVimFFmpegPostmanWiresharkProtobufJSONYAMLTOMLDiagramsLaTeXarXivMarkdownNotionSlackJira

Pinned Loading

  1. dotfilesdotfilesPublic

    Declarative macOS configuration managed with Nix

    Nix 1

  2. websitewebsitePublic

    Personal website on Next.js

    TypeScript

  3. hybrid-k3s-examplehybrid-k3s-examplePublic

    OpenTofu example for a hybrid-cloud K3s cluster

    HCL

  4. canonical-huffman-archivercanonical-huffman-archiverPublic

    ASCII archiver based on canonical Huffman codes

    C++ 1

  5. ml-experimentsml-experimentsPublic

    Playground for exploring machine learning models and systems

    Python 3