aid: engine-ml
name: Engine ML
description: >-
  Engine ML was a machine-learning infrastructure startup (founded 2018, backed
  by Kleiner Perkins) that offered a hosted platform for distributed model
  training and experiment tracking. Its product surface centered on the `engine`
  command-line tool and the `eml` Python library, which let data scientists
  launch experiments, track code, system utilization, logs, and output files,
  and run image classifiers (PyTorch/TensorFlow/Keras) against datasets such as
  MNIST. The company appears to be defunct: engineml.com serves an empty page
  behind an expired TLS certificate (expired March 2023), the documentation site
  docs.engineml.com returns an empty S3 bucket, and the public GitHub
  organization (EngineML) has not been updated since 2020-2021. No live API,
  OpenAPI description, package-registry release, or reachable developer docs
  could be found. This profile preserves the historical identity and the still-
  live GitHub organization as the only verifiable surviving surface.
url: https://raw.githubusercontent.com/api-evangelist/engine-ml/refs/heads/main/apis.yml
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://avatars.githubusercontent.com/u/43284809?v=4
x-type: company
x-source: vc-portfolio
x-backed-by:
- kleiner-perkins
x-tier: stub
x-tier-reason: portfolio-lead
x-status: defunct
x-status-evidence: engineml.com TLS cert expired 2023-03-28; docs.engineml.com S3 NoSuchKey; GitHub org last updated 2021-01
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Ai
- Machine Learning
- MLOps
- Experiment Tracking
- Distributed Training
- Developer Tools
- Defunct
common:
- type: DomainSecurity
  url: security/engine-ml-domain-security.yml
- type: GitHubOrganization
  url: https://github.com/EngineML
- type: Website
  url: https://engineml.com
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence