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I'm a software developer that cares about computing under uncertainty. I love Rust for its safety guarentees, and the Bayesian statistical approach for the clarity of its outputs. I believe in clear communication and useful documentation. I handle my own devops, and I provision my own servers.

As a software developer I have:

  • built a data collection, reporting, and analysis backend for a proprietary trading office
  • designed a custom CRM for a participant in the meat industry
  • built monitoring software polling a campus of environmental monitoring devices for Sanofi Pasteur in Toronto, Canada
  • produced software that communicates with closed, proprietary protocols via reverse engineering

As a trader I have learned that backtests sample across a single happenstance path and that the universe of counterfactual paths must be considered. In other words, past performance is not indicitive of future results. I am trying to spread that message via the @confirmsignal handle on Twitter.


You can find my Linked In profile here, you should also see my e-mail in the panel on the left.


  1. A multifractal model of asset returns, inspired by the 1997 paper by Mandelbrot, Fisher, Calvet.

    Rust 2 1

  2. Downloads, parses, and inserts USDA livestock data into a PostgreSQL database. Should be approximately all the data you'd need to speculate on cattle.


  3. A command-line tool for extracting historical data from the Interactive Brokers API. Inserts historical data into a SQLite database.

    Python 1 3

  4. Inserts market data into a PostgreSQL database from CSV-formatted files.

    Rust 1

  5. Downloads historical GIF images for Canadian weather radar in bulk.


917 contributions in the last year

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Mon Wed Fri
Activity overview
Contributed to dataheck/maintenanace-issue-report, dataheck/.github, isosphere/isosphere and 7 other repositories

Contribution activity

September 2022

Created 1 repository

Created an issue in devashishdxt/tonic-web-wasm-client that received 4 comments

ClientError::HeaderParsingError when Client recieves GRPC Stream Response

Proto in use: syntax = "proto3"; package user; service GetCurrencies { rpc GetCurrencyRequest (CurrencyRequest) returns (stream CurrencyStreamItem)…

176 contributions in private repositories Sep 1 – Sep 29

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