
Lina TA
Sales & Marketing, Equity Derivatives (Internship)

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About me
Manager, PwC Financial Services Consulting
Education

Udacity
2021 - 2021AI for Trading Computer Science- Factor Investing and Alpha Research- Sentiment Analysis with Natural Language Processing- Advanced Natural Language Processing with Deep Learning- Combining Multiple Signals for Enhanced Alpha- Backtesting / Simulating Trades with Historical Data

Udacity
2017 - 2017Business Analyst Computer ScienceBusiness Intelligence and Predictive analytics using Alteryx and TableauProblem solving with analytics, Data Wrangling, Data Visualization, Classification Models, A/B Testing, Time Series Forecasting, Segmentation and Clustering

Lycée Saint-Louis
-Preparatory class to French Top Business School
Udacity
2018 - 2018Data Analyst Computer ScienceData Analysis using Python, SQL, R, TableauExploratory Data Analysis, Data Gathering and Wrangling, Data Storytelling

EDHEC Business School
2006 - 2010Master of Science (MSc) Finance
Singapore Management University
2007 - 2007Academic Exchange
Udacity
2018 - 2020Data Scientist Computer Science- Solving Data Science Problems- Software Engineering - Developed software engineering skills such as creating unit tests and building classes- Data Engineering - Learned to work with data through the entire data science process, from running pipelines, transforming data, building models, and deploying solutions to the cloud- Experiment Design and Recommendations - Learned to design experiments and analyze A/B test results. Explore approaches for building recommendation systems.
Experience

BNP Paribas
Jun 2008 - Dec 2008Sales & Marketing, Equity Derivatives (Internship)Main achievements/results:- Conducted a market study on a new niche business

21 Centrale Partners
Mar 2009 - Sept 2009Capital Raising, Private Equity (Internship)Main achievements/results:- Participated in the capital raising of a 380 million euros mid-market private equity funds- Assisted potential investors (LPs) in their due diligence process- Prepared marketing materials including pitches, due diligence packs and press releases- Co-wrote a report on responsible investment

BNP Paribas Corporate and Institutional Banking
Apr 2011 - Oct 2011Credit Management, Commodity & Structured Finance (Internship)Main achievements/results:- Reviewed credit proposals in preparation for credit committees - Developed & prepared adhoc business management reports

Louis Capital Markets
Nov 2011 - Apr 2013Equity Derivatives BrokerMain achievements/results:- Developed the single stock derivatives business for the Hong Kong market- Responsible for the execution of the listed futures & options trades on the market - Developed pricing tools and automated reporting solutions

BNP Paribas Corporate and Institutional Banking
May 2013 - Dec 2018Main achievements/results:- Supervised a team of 3 transaction officers in their daily transactions- Responsible for overseeing the credit, technical and risks monitoring aspect of the transactions - Ensured team strong compliance with the Bank’s AML & regulatory requirements while leading the team to a high level of client services and transactions risk awareness - Identified new business opportunities, worked with clients, relationship managers, risk & legal officers on structuring new financing solutions - Developed data analytics for position, collateral and risk monitoring and presented recommendations to senior management- Worked on ad-hoc projects to set up guidelines and procedures for the team - Contributed to the implementation of the bank financial sanctions remediation plan Show less
RMB Competence Center, Business Development
Jun 2017 - Dec 2018Transaction Manager, Commodity & Structured Finance
May 2013 - Jun 2017

PwC Hong Kong and Mainland China
Jan 2019 - Jun 2021Manager, Financial Services ConsultingFocused on emerging technologies, AI, blockchain and trade finance related projects
Licenses & Certifications
- View certificate

Mathematics for Machine Learning: Linear Algebra
CourseraFeb 2020 - View certificate

Using Machine Learning in Trading and Finance
CourseraFeb 2020 - View certificate

Deep Learning Specialization
CourseraMar 2021 - View certificate

Business & Sustainability Programme Online
University of CambridgeJun 2018
Languages
- frFrench
- enEnglish
- maMandarin
- caCantonese
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