David Dale
Who I am
I am an IT specialist, working mostly with natural language processing.
I am from Russia, but now I am living in Paris.
I have a full time job, and I do not want to change it. But I may be open to side projects, if they are interesting and ethical.
I oppose the Russian military aggression and support the independence and territorial integrity of Ukraine.
I support the anti-war and liberation movements in Russian federation with donations, and I may take part in volunteering work for them.
What I do
I work in FAIR (Fundamental AI Research at Meta) on NLP (natural language processing) projects:
As side projects, I develop NLP tools and applications such as:
I teach applied mathematics and data analysis, in particular:
What I did before
I worked in the NLP lab at Skoltech university as a research developer
I taught robots to swear dirty worked on problems of text style transfer
E.g. this paper was accepted at EMNLP
I took part in developing the Alice voice assistant by Yandex :
Helped creating and improving new scenarios for the Yandex.Station smart speaker
Boosted the quality and usability of the intent classifier
Fixed a great deal of bugs (and created some new ones)
I worked as an analyst in
Yandex Data Factory
I helped to manage retail credit risks at Alfa Bank
Developed new models for forecasting credit losses
Supported and improved the strategy of issuing credit cards.
Optimized the algorithm of calling debtors
Что я делал раньше
Разрабатывал Яндекс.Алису:
Помогал создавать и улучшать новые сценарии для Яндекс.Станции
Прокачивал классификатор интентов
Фиксил баги и создавал новые
Работал аналитиком в Yandex Data Factory
Помогал нашим клиентам из промышленности применять ИИ для оптимизации процессов
Например, помог ЧТПЗ быстрее закаливать трубы , не ухудшая их качество.
Работал в Управлении розничных рисков в Альфа-Банке
Строил новые модели для прогнозирования кредитных потерь
Поддерживал и улучшал стратегию выдачи кредитных карт
Оптимизировал алгоритм обзвона должников