Andrei Shadrikov (andrei) - Public Page

I am leading our R&D team, mostly generating hypotheses for VeriFace and constructing training pipelines.

Objective 1:

Produce a new verification model for VeriFace

1. Make two more submissions to NIST FRVT (by 30/03, by 30/11).
2. Create bigger and more diverse validation by 30/07.
3. At least one submission should have FNMR < 0.005 @ FMR 1e-6 (0.000001) on the VISABORDER dataset.

Objective 2:

Formalize R&D guidelines

1. Create a guideline for using MLFlow for experiment logging by 30/03.
2. Formulate a guideline for storing and using data in experiments between projects by 30/05.

Objective 3:

Improve VeriLive R&D processes

1. Create an environment for automated logging, storing, and producing reports by 30/04.
2. Create a guideline for converting pipelines from the R&D environment to the production by 30/05.
3. Formulate the experiments roadmap by 30/03 and continue supervising it.

• 2022 winter
• 2022 autumn
• 2023 spring
• 2023 autumn
• 2024 autumn
• 2025 spring

I'm an active contributor to Open Data Science community. I'm co-hosting the “CV in Industry” track for the ODS DataFest conference.

As a hobby, I enjoy gaming, mostly collaborative tabletop and role-playing games (D&D and alike).