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Ena Dewan

About

Data Scientist/NLP/Machine Learning

Trained Data Scientist from ETH Zürich (DAS in Data Science) including intensive course at Constructor Academy, 10+ experience in financial modelling and Data Analysis, Masters in Finance, Bachelors in Engineering.

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

Workplace
Internship as Data Scientist
Location

Zürich

Employement type

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

Workplace
Business Analyst
Location

Zug

Employement type

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

Workplace
Data and Investments Analyst
Location

Zug

Employement type

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