SQLPythondbtSparkAirflowPyTorchLangChainVector DBsMLOpsCausal Inference
Signal over buzzwords
We favour 'reduced model cost 38%' over 'leveraged LLMs'. Every metric sourced from your real work.
Research framing for ML roles
Convert projects into publications-style narratives with hypotheses, methods, and results.
SQL & case prep
Predicted SQL patterns and case questions from the JD, seeded with your own schema.
Documents we generate for this path
- Data-led CV
- Research statement
- Portfolio of dashboards and models
- Case interview primer
- SQL take-home prep
Roles we’ve helped people land
Data ScientistAnalytics EngineerML EngineerData EngineerResearch ScientistApplied Scientist