Mihai works as a Machine Learning Solution Architect at Sustainalytics Romania. He is focused on designing and developing machine learning solutions to support Sustainalytics research process.
He received his bachelor’s degree in Computers and Information Technology in 2015 and master’s degree in Artificial Intelligence in 2018, all from Politehnica University of Bucharest.
In his free time, he likes to contribute to open-source projects using NLP for Romanian language. His main interests are NLP and Reinforcement Learning.
Beside coding he enjoys play guitar and practice different sports.
Mihai Ilie
Machine Learning Solution Architect @Sustainalytics
All Sessions by Mihai Ilie
-
NDR June 8 2021
-
17:20
What Texts Whisper: Information retrieval and Prediction from Corporate Documents to Performance
17:20 - 18:00The main challenge in the knowledge industry is to identify relevant data hidden within layers of noise and to build meaningful inferences – assessments, ratings, opinions – based on this data. In the ESG (Environmental, Social and Governance) research and ratings industry, this challenge is especially salient these days, as companies worldwide want to show to their stakeholders that company ESG performance is concordant with increasing stakeholder expectations. We will show how a leader in the ESG industry Sustainalytics, a Morningstar company, has built a unique combination of document embedding and fast similarity detection to identify relevant corporate disclosure and to build automated inferential procedures to texts to the reality these texts describe.