Main fields of development are :
Gradient boost (XGB, LGBoost, Catboost) based on text/image features to classify retail investor profiles and posts
NLP models:
NLP preprocessing
Active participation in company life (e.g. new ideas, pet projects, opensource) is much appreciated
Understanding of Chinese social media platforms, especially: WeChat, Weibo, Zhihu
Preferred Qualifications
Highly appreciated but not crucial:
20-22 Wenlock Road, London, UK
AI powered SaaS Forensic Solution to dominate disinformation, advance online integrity and digital trust.
We defend businesses against the increasing threat of online disinformation
by detecting & predicting social media manipulation.
Our first solution dedicated to financial services Pump by ZeNPulsar delivers a unique threat intelligence analysis and monitoring solution of engineered narratives based on an exclusive combination of data science and AI analytical methods fine-tuned specifically for this purpose.
ZeNPulsar currently analyzes sources including 12 social media platforms (such as Facebook, Gab, Reddit, Telegram, Twitter, and YouTube) and pricing and market data for thousands of securities, including ETF and crypto assets in real time. As the models and datasets created by ZeNPulsar are sharply focused on market manipulation, and not broad social listening paradigms, they provide much-needed forecasting capabilities.