
Calvin Tan
Project Leader, Stress Monitoring Device Design Project

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About me
Data Analyst Intern | Master of IT in Business (SMU Student) | R&D Engineer
Education

Boston Consulting Group
2023 - 2023Rapid & Immersive Skill Enhancement (RISE) Business and Data Analytics – Data Analyst (Skillsfuture Career Transition Program) DistinctionAwards: Lead the team to get Top 2 Machine Learning (https://www.kaggle.com/code/calvintansh/income-qualification)Capstone Client: CS Tay (Frozen food seller in Singapore)• Conducted data wrangling (cleaning & transforming) to extract the top performing 20 SKUs• Forecasted demand for these SKUs using Facebook Prophet (time-series ML model) to recommend the stock levels for the next 6 months• Optimized the prices of these SKUs using cross-price elasticity analysis (linear… Show more Awards: Lead the team to get Top 2 Machine Learning (https://www.kaggle.com/code/calvintansh/income-qualification)Capstone Client: CS Tay (Frozen food seller in Singapore)• Conducted data wrangling (cleaning & transforming) to extract the top performing 20 SKUs• Forecasted demand for these SKUs using Facebook Prophet (time-series ML model) to recommend the stock levels for the next 6 months• Optimized the prices of these SKUs using cross-price elasticity analysis (linear regression) to generate a revenue uplift of up to 1.6%• Developed a business storyboard using Power BI to present the findings and actionable plan to the client Show less

KTH Royal Institute of Technology
2018 - 2018Student Exchange Program (Under NUS)
National University of Singapore
2015 - 2019Bachelor of Engineering, Honours (Highest Distinction) Biomedical Engineering CAP: 4.51 / 5.00 (First Class Honours)Activities and Societies: Funkstyles (Dance), Muay Thai, Judo, Swimming and Krav Maga

Singapore Management University
2024 - 2025Masters of IT in Business (MITB) Business Analytics 4.15/4.00 (GPA)• MITB Excellence Scholar• Computational Thinking with Python: Recognize and solve problems through effective Python coding practices • Statistical Thinking for Data Science: Explore, analyse, and present data using Statistics and Python in Data Science. Project: Conducted statistical analysis (visualisations, hypothesis testing, linear regression) of Singapore’s labour.market, income levels and living expenses to uncover trends and insights into the data• Spreadsheets Modeling… Show more • MITB Excellence Scholar• Computational Thinking with Python: Recognize and solve problems through effective Python coding practices • Statistical Thinking for Data Science: Explore, analyse, and present data using Statistics and Python in Data Science. Project: Conducted statistical analysis (visualisations, hypothesis testing, linear regression) of Singapore’s labour.market, income levels and living expenses to uncover trends and insights into the data• Spreadsheets Modeling for Decision Making: Use Excel to build decision models and conduct business analysis. Project: Build an Excel model that will output vehicle recommendations by evaluating the users' needs such as distance travelled, finances and cost (capital, performance, fuel) to recommend the best vehicle option.• Digital Banking and Trends: Essential concepts, digital trends, and transformative changes in banks and financial services. Show less

Hanyang University
2017 - 2017Summer Exchange Program (Under NUS)
Experience

National University of Singapore
Jan 2017 - May 2017Project Leader, Stress Monitoring Device Design ProjectSpearheaded a team of five students to develop a wearable stress monitoring Arduino device.• Coded for an algorithm to monitor heart rate variability and to converted it into the stress level of the user.• Won the Bronze Award in the 2017 BES11SM Design Competition.

Baxter International Inc.
Jul 2017 - Jan 2018Process EngineerConducted two Manufacturing Equipment Continuous Improvement Projects to upgrade obsolete equipment (Dry air tester and Weighing terminal).• Supported the Change Control Management (CCM) processes of both projects and the IQ, OQ and PQ tests which resulted in the new equipment being implemented.

National University of Singapore
Aug 2018 - May 2019Undergraduate Researcher (FYP)Investigated different Endovascular Stent-Graft parameters to improve treatment of Type B Aortic Dissections through the use of Finite Element Analysis (FEA) simulations.• Designed stent CAD models using SolidWorks and conducted FEA simulations using ABAQUS to investigate the mechanical properties of stent expansion and bending.• Won the Merit Award in the 2019 BES13SM Undergraduate Podium Category

Biosensors International Group, Ltd
Aug 2019 - Jul 2022R&D Engineer 1Developed new cardiovascular / neurovascular interventional products for CE Mark.• Knowledgeable in new product development product lifecycle from concept stage to V&V and design transfer.o Successfully supported a microcatheter (cardio) R&D project from kick-off till clinical trial submission phase.o Designed and implemented new ISO 80369-7 compliant hubs (injection moulding) for new products as well as to replace the hubs for all existing products.• Competent in cardio / neuro catheter design and their production methods such as braiding, coiling and lamination.o Successfully completed a cross-functional product transfer from the US innovation centre to manufacture a microcatheter (neuro) in-house.o Lead the installation and creation of the manufacturing process for the braider, coiler and laminator including the equipment validation and qualification (IOQ) tests.• Produce technical documentation works required for Medical Devices Regulation (MDR) submission.o Supported the creation of documents for compliance to ISO 13485 Quality Management Systems (QMS). Involved in the design control process [User needs, Design input / output, Design V&V]. Performed ISO 14971 risk management activities [Design / Process Failure Modes and Effects Analysis (FMEA)].o Supported the creation of the Design History File (DHF) [Feasibility study, Product specifications / drawings, Test method validation, Sterilisation validation report, Shelf life validation report,]. Show less

WSAudiology
Jul 2022 - Aug 2024Design Engineer 2At WS Audiology, we provide innovative hearing aids and hearing health services. Every day, our 12,000 colleagues in 130 countries help bring back hearing for millions of people around the world.• Develop Behind-The-Ear Hearing Aid using ProEngineer CREOo Perform mechanical design that takes into account aspects such as Tolerance Analysis / Injection Moulding constraints / acoustic compatibility and sweat ingression preventiono Implement new technologies or concepts into the hearing aid designo Incorporate simulation data into the development process to predict and prevent moulding defects or structural problemso Create and maintain the bill of materials (BOM)• Execute test methodology development and product verification & validation (V&V) testingo Design and conduct testing in accordance with ASTM / ISO standards to investigate the mechanical properties of the product and for V&V testingo Perform data analysis for product evaluation Show less

Singapore Management University
Aug 2024 - nowMasters of IT in Business (Student)• GPA: 4.15/4.00• MITB Excellence Scholar• See Education Section

Synapxe
Dec 2024 - nowData Analyst Intern
Licenses & Certifications
- View certificate

BCG RISE Capstone Distinction (Business and Data Analytics)
Boston Consulting Group - View certificate

BCG RISE Distinction PowerBI Project
Boston Consulting Group - View certificate

BCG RISE Distinction SQL Project
Boston Consulting Group - View certificate

BCG RISE Distinction Tableau Project
Boston Consulting Group - View certificate

BCG RISE Top 2 Machine Learning
Boston Consulting Group 
Overview Training: ISO 13485:2016 - Medical Devices - Quality Management Systems - Requirements for Regulatory Purposes
AQS LabsAug 2021- View certificate

SQL (Intermediate)
HackerRankMay 2023 
ISO 14971:2019 Risk Management for Medical Devices: Requirements Training Course
BSIMar 2022
An Introduction to Product Development and Quality Management Systems for Health/MedTech Innovations
Singapore BiodesignMar 2022
Minitab Essentials I and II
MinitabJan 2020
Honors & Awards
- Awarded to Calvin TanMerit Award - 2019 Biomedical Engineering Society 13th Scientific Meeting (BES13SM) Undergraduate Category Biomedical Engineering Society (Singapore) May 2019 For my presentation on my final year project - Design and Optimisation of Endovascular Stent-Graft Parameters to Treat Type B Aortic Dissections
- Awarded to Calvin TanDean’s List (Sem 1 18/19) NUS Dec 2018 Year 4
- Awarded to Calvin TanDean's List (Sem 2 16/17) NUS Jun 2017 Year 2
Volunteer Experience
Member
Issued by YMCA of Singapore on Sept 2015
Associated with Calvin Tan
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