
Ena Dewan
Location
Zürich
Field of Study
Data Science, NLP, Machine Learning with 10+ years of experience in Finance
Skills
Data Science
Deep Learning
Excel
Machine Learning
NLP
PL/SQL
Python
Visual Basic for Applications (VBA)
Open for
fulltime
parttime
internship
Work Experience
Alturos Destinations
2023-06 - 2023-07
Internship as Data Scientist
Zürich
internship
Built AI-POWERED Q&A CHATBOT using NLP techniques. Used Open-Source Hugging Face Models and OpenAI ChatGPT4 using Langchain. Used prompt engineering techniques to avoid out of context answers and incorporated Multilingual support using Google Translator. Achieved answering accuracy of 75% using precise models and Langchain tools. Developed Web UI on Hugging Face Spaces built with Gradio.
Timber Hill AG
2008-01 - 2013-05
Business Analyst
Zug
fulltime
Analyzed work processes in Treasury, Securities Lending, preparation, and resolution of ETF's as well as management and allocation of securities collateral. Programmed interfaces, data-processing and preparations, tools and aids in the front, middle and back office. Coordinated and maintained IT projects. Provided first and second level support and operation of IT tools in the areas mentioned.
Stradit Management/Livermore Investments AG
2014-12 - 2023-06
Data and Investments Analyst
Zug
fulltime
Analysis of CLO portfolios for trading debt and equity tranches in secondary CLO market. Developed advanced VBA models with Intex to predict DMs of bonds and equity tranches. Analysis and review of CLO indentures for new issue CLO transactions. Cashflow modelling and portfolio review of potential new investments and existing positions using VBA, INTEX, Debtwire, LPC Collateral.
Academic Experience
ETH Zurich -
2021.02 - 2023.07
Bachelor of Science, BSc in DAS in Data Science
University of Adelaide -
2006.09 - 2007.12
Master of Science, MSc in Masters in Finance
Kurukshetra University -
1996.07 - 2000.07
Bachelor of Engineering, BE in Bachelors in Enginnering
Constructor Academy -
2023.05 - 2023.07
Bachelor of Science, BSc in Data Science Bootcamp