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hey there!

Nice to meet you.

name

Dorcas Shee

located in 

Singapore

who am i?

A final-year undergraduate studying Finance (FinTech) and a minor in Data Science at the Singapore University of Social Sciences (SUSS).

why did i study fintech?

The structure of blockchains, crypto-economics, and smart contracts excite me, and I see FinTech as a positive and innovative way of widening access to financial services for the underserved.

why did i study data science?

I find the prospect of playing with data, extracting insights, and using them to make useful predictions attractive. It aligns with my decision-making approach, which is driven by logic and reasoning.

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work experiences

see resume for more!

trainee, visa technology traineeship program (VTTP) 2025

visa worldwide pte ltd

● october 2024 - ongoing 

cybersecurity

adaptability

communication

  • Undergoing Specialist Diploma in Cybersecurity Practice from Ngee Ann Polytechnic as part of classroom training.

intern, retail & uat (pmo)

● june 2022 - january 2023

maribank singapore pte ltd

user testing

spreadsheet modelling

  • Focused on process improvements, efficiency enhancement, data analysis, and performance reporting.

  • Strengthened project management, problem-solving, and communication skills.

project managenment

adaptability

communication

problem-solving

initiative

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key skills

data analytics & visualisation

Excel, Google Sheets, Matplotlib, Seaborn, Plotly

fintech research

Blockchains, smart contracts, tokenisation, digital payments

project management

Project monitoring, execution, go-live, building business processes

adaptability

I am good at working around unexpected changes on the fly, though I prefer to be well-prepared to reduce risk of errors.

communication

I strive to convey my ideas clearly, and to collaborate seamlessly with others.

problem-solving

I seek to find the root cause(s) of any problem and develop strategic solutions to address it.

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certifications

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artificial intelligence nanodegree

heicoders academy

  • Received upon completion of AI200 & AI300.

ai300: deploying machine learning systems to the cloud

● july 2024

showcase

  • Built a CatBoost classifier predicting customer churn and deployed it using a Flask API to Docker, and hosted it on AWS EC2.

  • End users can interact with the model through a web form developed using HTML & CSS.

ai200: applied machine learning

● july 2023

  • Completed a capstone project (a Kaggle competition) using EDA, feature engineering, and the creation of a regression model to identify patterns indicating a person's likelihood to default for LendingClub.

  • Data visualisation with Plotly

showcase

certificate in fundamentals of investments

● january 2024

investment accelerator programme (IAP),
wealth management institute

Covered fundamental knowledge of investments and asset management, such as:

  • Common investment styles, asset classes, client segments, etc

  • Debt cycles, financial crises, policy responses, changing geopolitics and their impact on investments

  • How to invest through different market cycles

reflection

academic projects

fintech

a market analysis of layer 2 bridges

A research paper on Layer 2 (L2) bridges and Connext's business model within the L2 bridges ecosystem.

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token design to reward people for assisting the elderly

A paper proposing a token design to reward people who help the elderly within a community.

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an exploration of fintech development

A paper discussing 4 factors contributing to the rapid rise of fintech, and what it means to be a "tech" company. And, a robo-advisor that recommends a portfolio of 3 stocks.

data science

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lstm stock price prediction

Determing the best optimizer for an LSTM model that aims to predict the next-day stock price (High) for SIA.

skills:

pandas, keras, tensorflow

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web scraping and analysis for k-dramas on Wikipedia

Web scraped a Wikipedia page detailing Korean dramas, then performed data processing, text mining, and database queries, all within 48 hours.

skills:

pandas, sqlalchemy, sqlite3, beautifulsoup

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prototype menu application for ordering meals

prototype menu application for a health initiative by MOH that allows participants to order meals in different sets, inclusive of discount schemes and delivery fees.

skills:

python, object-oriented programming

business strategy

A series of strategy reports for 3 different companies, highlighting their external and internal environments, SWOT, issues, opportunities, and an evaluation of current and proposed strategies.

scicom (msc) berhad

Contribution: Proposed Strategies

byd company ltd

Contribution: PESTEL Analysis

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non-academic projects

co-curricular contributions, volunteering and international experiences

suss investment group

singapore university of social sciences

● january 2022 -  april 2023

showcase

reflection

A SUSS student-run organisation that cultivates financial skills through its analyst programs, and promotes investment-related webinars and competitions.

roles:

Director, Global Macro  May 2022 - April 2023

Analyst, Global Macro  January - April 2022

key contributions:

  • Bi-weekly research on France as part of global macro lessons for general members

  • Edited global macro report on commodities for end-of-semester showcase

current affairs interest group

singapore university of social sciences

● october 2020 -  september 2022

showcase

reflection

A SUSS student-run organisation that promotes open discussions of current affairs and aims to impart critical thinking skills to the student body.

roles:

Vice President ● September 2021 - 2022

Founding Team and Team Lead (Projects) ● October 2020 - September 2021

key contributions:

  • Founded the interest group with 7 other peers

  • Introduced selection rubrics and interview scoring system for efficient evaluation of new EXCO candidates

  • Achieved Tier 1 funding for AY 2022/2023

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suss our well-being listeners

singapore university of social sciences

● january - december 2021 

showcase

reflection

Our resident student peer support group that advocates for mental health and well-being.

role:

Peer Supporter, Publicity Team

key contributions:

  • Co-created 2 Instagram series - #MondayMotivation and #Take-Care Tuesdays, focusing on motivation and mental wellness

  • Worked with the Events Team to design collaterals for OWLS events - the most notable being Camp Evexia.

community engagement

● january - december 2021 

befriending and coaching humanitarian (bach)
care corner singapor
e

reflection

Served as a student volunteer tutoring underprivileged kids during the pandemic.

overseas experience

● april - june 2021 

sociovation 2021

reflection

  • Served as a student leader/facilitator and host to over 70 students from the ASEAN region

  • Did stop-motion animation as part of our group's documentary on the importance of clean water

let's keep in touch 

want to discuss potential opportunities? chat with me over email or linkedin! :D

© 2025, dorcas shee. all rights reserved. pls don't steal my work uwu.

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