EXPERIENCE
Benjamin Y.
B.Eng (Computer Engineering)
Nanyang Technological University (NTU)
Singapore
Email:
Office:
(65) 9746 0554 (DID)
Virtual Meeting:
Birthday
15 Jan
Hello! This is Benjamin Y.
Hello! Welcome to my personal website. I'm based in Singapore, and I play many roles within my professional sphere. For leisure, I used to scuba dive, exercise regularly, love inline/ice-skating. I love going for long drive to calm my mood, smoothen my soul and clear my mind.
You can find some of my professional experience and journey. I've included some of my portfolio of my personal work as well as my personal interests. In view of the time and schedule constraints, virtual communication (Zoom, Google Meet, WhatsApp Video) will always be preferred whenever possible.
Do stay tune in for more update, as I will try to update whenever I'm available.
For employment inquiry, or any form of business engagement, please drop me an email or kindly schedule a virtual meeting with me. Alternatively, for physical engagement, drop me an email to arrange for a scheduled time slot and meeting venue.
PROFESSIONAL EXPERIENCE
Sept 2016 - Nov 2016
Business and Technology Analyst
Accenture Pte Ltd, Singapore
Health & Public Service (H&PS)
Aug 2015 - Feb 2016
Business Development Executive
Trusted Hub Limited, Singapore
Business Development Office
June 2014 - May 2015
Commerzbank AG- Singapore Branch
Associate Infrastructure Engineer
Department: Infrastructure, APAC Regional
June 2013 - June 2014
Graduate Trainee
Commerzbank AG - Singapore Branch
Department: Infrastructure, APAC Regional
Jan 2012 - Aug 2012
Internship
Commerzbank AG - Singapore Branch
Department: Business Management Intern
EDUCATION
2009-2013
Bachelor's Degree
Nanyang Technological University, Singapore
I completed a Bachelor of Engineering (Computer Engineering) under the School of Computer Engineering ("SCE"), currently also known as School of Computer Science and Engineering.
2005-2006
GCE "A" Level
Serangoon Junior College, Singapore
Currently also known as Anderson-Serangoon Junior College ("ASRJC") since the merger 2019. I've completed 2 years of science stream where I studied Chemistry, Physics and Mathematics along with General Paper and "A" Level Chinese Language.
RESEARCH INTERESTS
My first encounter with neural network/machine learning with artificial intelligence (A.I) is the use of feedforward neural network with backward propagation for time-series prediction. In my first encounter, I've made used of the above mentioned model to predict the movement of financial assets pricing. I'm currently learning and reading topics related to machine learning such as Convolution Neural Network ("CNN"), Deep Neural Network and Graph Neural Network ("GNN") - as a way to update myself and keep myself with the latest development. My area of interests is a combination of a few areas of specialization namely; neuro-plasticity, computational biology and graph neural network, geographic international politics; medicine; international trade and economics.
At the present moment - I'm reading the application of neural network in the field of medicine - diagnostic of electrocardiogram ("ECG") classification; CT (computerized tomography and MRI medical imagery, X-Ray via Convolutional Neural Network ("CNN") and the modelling of molecular for drug discovery using Graph Neural Network ("GNN"); Transformer
Keywords: Long Short Term Memory ("LSTM"); Artificial Neural Network ("ANN"); Time-Series Prediction; Market Prediction; Graph Neural Network ("GNN"); Convolutional Neural Network ("CNN"); Deep Learning.
SKILLS
PyTorch & Tensorflow
Portfolio
Machine Learning (M.L) and Neural Network
UX/UI
Portfolio
ABOUT ME
ACADEMIA
I’m an aspiring academic where my area of interest and research lies in topics such as the different variants of Neural Network (Graphic Convolutional Neural Network, Convolutional Neural Network).
I try to keep myself updated with the latest developments by trying to learn from YouTube and reading some academic literature.
My area of interest lies in international trade, geo-politics, medicine and computer science - specifically machine learning, neural networks.
ENTREPRENEURSHIP
I'm currently working mostly solo (on my own), doing some personal project on the side. At the same time, I'm on the lookout for opportunities that do not exist in the environment that I'm operating from within. On a personal level, I engaged in the development of new technology ventures (specifically neural networks) on my own with intellectual property ("IP") patenting. We collaborate with Venture Capitalist (VC), government (Govt), private investor and Private Equity (PE) to invest in high-yield technology firms.
PROFESSIONAL
My primary source of income derived from salaried income from corporate and professional employment.
I'm a professional practicing in the field of data science (D.S) where I build machine learning models that will have to comply with local regulatory framework and necessary legislation. individual with a strong set of code of conduct and ethics.
My clients' privacy and confidentiality are always kept private and confidential - as my organizations are PDPA, HIPAA and GDPR compliance.
SEARCH ENGINE
Coming Soon!
Please Stay Tune In
Benjamin Y.'s Artificial Intelligence (A.I) Engine
Are you searching for something or someone? Or do you have some queries in your mind - and would
like to find some of my personal response, opinion, and perspective.
Introducing Benjamin Y.'s Artificial Intelligence (A.I) Search Engine - where you will be able to enter your queries
and this A.I model will be able to provide you with some personalized replies. These personalized replies are directly from Benjamin Y. Inc. (aka Benjamin Y.)