DATA SCIENTIST

Demonstrated skills/tool sets in building/training back-end Generative AI (Chat GPT or other) predictive applications (with fitted curves through data points) that involve real and simulated data-feeds and machine learning (ML). Experience with Airflow, Keytab, Trino, Kubeflow, Webhdfs, Hive, Pyarrow, Hadoop. Integration to mobile

We’re Changing the Way the World Thinks About Road Hazards

Permanent

What You’ll Do

1. pre-trained, ready-tune predictive time stamped image recognition generative AI model (large datasets available for pre-processing, cleaning, removing outliers, normalizing numerical variables, encode categorical variables. split the data into training, validation, and test sets) with

2. a basic UI with time series fitted curve through data points (in order of preference, React, Superset, or Streamlit).

3. UI with natural language text-to-voice + heat map image + day-over-day trend outputs integrated with a front-end mobile app

Who You are

• As human beings it is our right (maybe our moral duty) to reshape the universe to our preferences

  • Technology, which is really knowledge, enables this
  • You should probably work on raising the ceiling, not the floor

• The cultural prohibition on micromanagement is harmful

  • Great individuals should be fully empowered to exercise their judgment
  • The goal is not to avoid mistakes; the goal is to achieve uncorrelated levels of excellence in some dimension
  • The downsides are worth it

• Smaller teams are better

  • Faster decisions, fewer meetings, more fun
  • No need to chop up work for political reasons
  • No room for mediocre people (can pay more, too!)
  • Large-scale engineering projects are more soluble in IQ than they appear
  • Many tech companies are 2-10x overstaffed

• Where do you get your dopamine?

  • The answer is predictive of your behavior
  • Better to get your dopamine from improving your ideas than from having them validated
  • It's ok to get yours from "making things happen"

• You can do more than you think

  • We are tied down by invisible orthodoxy
  • The laws of physics are the only limit

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