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jritchie

79 karma · joined May 5, 2014

Machine learning researcher and data scientist.

https://jmsrt.ch

submissionscomments
jritchie··on Ask HN: Who wants to be hired? (February 2026)

  Location: Edinburgh, UK
  Remote: Yes
  Willing to relocate: No
  Technologies: Machine learning, statistics, deep learning, data science, Python, PyTorch, Numpy, scikit-learn.
  Résumé/CV: https://jmsrt.ch/docs/james_ritchie_cv.pdf
  Email: hnhired@james.jmsrt.ch
  Website: https://jmsrt.ch
I'm interested in machine learning and data science roles. I have expertise in machine learning and statistics having completed a PhD applying Bayesian inference to difficult scientific modelling problems using deep learning. I also have multiple years of experience working in startups as an engineer and data scientist across a range of industries.
jritchie··on Ask HN: Who wants to be hired? (January 2026)

  Location: Edinburgh, UK
  Remote: Yes
  Willing to relocate: No
  Technologies: Machine learning, statistics, deep learning, data science, Python, PyTorch, Numpy, scikit-learn.
  Résumé/CV: https://jmsrt.ch/docs/james_ritchie_cv.pdf
  Email: hnhired@james.jmsrt.ch
  Website: https://jmsrt.ch
I'm interested in machine learning and data science roles. I have expertise in machine learning and statistics having completed a PhD applying Bayesian inference to difficult scientific modelling problems using deep learning. I also have multiple years of experience working in startups as an engineer and data scientist across a range of industries.
jritchie··on Ask HN: Who wants to be hired? (December 2025)

  Location: Edinburgh, UK
  Remote: Yes
  Willing to relocate: No
  Technologies: Machine learning, statistics, deep learning, data science, Python, PyTorch, Numpy, scikit-learn.
  Résumé/CV: https://jmsrt.ch/docs/james_ritchie_cv.pdf
  Email: hnhired@james.jmsrt.ch
  Website: https://jmsrt.ch
I'm interested in machine learning and data science roles. I have expertise in machine learning and statistics having completed a PhD applying Bayesian inference to difficult scientific modelling problems using deep learning. I also have multiple years of experience working in startups as an engineer and data scientist across a range of industries.
jritchie··on Prophet: forecasting at scale
Probabilistic Programming & Bayesian Methods for Hackers [1] by Cameron Davidson-Pilon is exactly what you want, starting from a computational-first perspective, then introducing the maths later, although it uses PyMC rather than Stan. It's freely available as a set of Jupyter notebooks, as well as a printed edition.

[1] http://camdavidsonpilon.github.io/Probabilistic-Programming-...

jritchie··on Don Eyles Walks Us Through the Lunar Module Source Code
> Sure. In 2014. Not in 1969.

The LM computer on Apollo 14 had to be updated in flight in order to bypass a faulty abort switch.[1] The patch was applied by radioing the instructions to the crew and having them enter it manually.

[1] https://www.hq.nasa.gov/alsj/a11/a11.1201-pa.html

jritchie··on London vs San Francisco – back and forth
Approximately 7,000 residents [1], but over 400,000 employees. [2]

[1] http://www.cityoflondon.gov.uk/services/environment-and-plan...

[2] http://www.cityoflondon.gov.uk/business/economic-research-an...

jritchie··on London vs San Francisco – back and forth
In London, tech does not rule the city. No single industry does. Not even finance.

Apart from the City, which is quite literally ruled by the finance industry. [1]

[1] https://en.wikipedia.org/wiki/City_of_London#Elections

jritchie··on Python 3 comes to Scrapy
OpenCV 3 supports Python 3[1], but it's not distributed through PyPI.

[1] http://opencv.org/opencv-3-0.html

jritchie··on Signs of Secret Phone Surveillance Across London
Yes, but the value of the collected data is much reduced if you can't distinguish between legitimate IMSIs and spoofed IMSIs of devices that were never actually there.
jritchie··on Signs of Secret Phone Surveillance Across London
Do IMSI catchers have any way of verifying the intercepted IMSIs are legitimate? If not, would it be possible to build a device to flood them with fake/spoofed IMSIs?
jritchie··on Ask HN: Who wants to be hired? (November 2015)
Location: London, UK

Remote: OK

Willing to relocate: Western Europe, for the right opportunity

Technologies: Backend Development, Machine Learning, Computer Vision, Python, Django, Android

Résumé/CV: https://drive.google.com/file/d/0B42Td33FXXC3U1M2LXhwcnUwSTA...

Email: james.a.ritchie (Gmail)

Github: JamesRitchie

Junior engineer with an interest in data science, additional experience in backend development. Ideally looking for teams with interesting problems they want to solve with machine learning.

jritchie··on Ask HN: Who is hiring? (July 2015)
All of your internship adverts are out of date. (Start date 3 months past.) Are they still current?