JOHNSON ANG (SINGAPOREAN)

ac2l1v@r.postjobfree.com +65 90627370 www.linkedin.com/in/johnsonang

EDUCATIONAL DETAILS

SINGAPORE MANAGEMENT UNIVERSITY Aug’2015 – Jul’2017

Master of IT in Business (Analytics)

FITCH UK (DISTANCE LEARNING CUM ON-SITE CAMPUS) Dec’2015 – Oct’2016

Post-Doc Certificate in Quantitative Finance (Financial Engineering)

SINGAPORE INSTITUTE OF MANAGEMENT UNIVERSITY (PART-TIME) Jan’2009 – Jun’2013

Mathematics with Business

NGEE ANN POLYTECHNIC Mar’2004 – Feb’2007

Diploma in Building Real Estate Management & Construction

WORK EXPERIENCE

TERTIARY INFOTECH TRAINING CENTRE Jan’2017 – Current

(Part Time) Data Scientist Trainer

Provide Data Science Training which includes but is not limited to;

oMachine Learning with Scikit-learn(Sklearn), Scipy, Theano

oDeep Learning and Neural Network with Tensorflow, Pytorch, Keras(GPU)

oMachine Learning and Big Data with Hadoop(Scala, Flume, MapReducev1, Yarn), Spark(MLLib, Mahout)

oPython and with Finance(Quandl, Pyflux)

oOn-going course development on Algorithmic Trading(Quantopian), MT4, SAS Community

oText Mining with NLTK and Tensorflow

Notice period: 1 week (conducting current corporate training schedule/lineup on 13th October & 21st)

STANDARD CHARTERED GROUP (PERM)

W. and Portfolio Manager - Front Office (FO) IB HNW Market Feb’2016 – May’2016

Managed FO scorecards (Director, RMs, TD, IS & IA) and FO relations with Wealth Mgmt., Loans & Product initiatives

Reported P&L for FO offshore business (Directors, RMs, Treasury Dealers, Investment Analyst, Insurance Specialist)

Liaised with back and mid office on portfolio, events and FO data and reconcile against FO for insights

Administered Scorecard System, Performance Driven KPIs, Event Analytics for Stakeholders(i.e. CEO) Business reporting

Built Analytics Dashboard for In-house (Investment Analyst, Fund house, Insurance, RMs, TD, Directors & Forex Dealer)

Built Analytics P&L Dashboard for Products (Forex, Structured Products, Money Markets, Bonds, Insurance)

Built Analytics for Intrinsic Metrics (Offshore Marketing Events ROI, Churn rate, etc…)

Reason for Leaving: Conflicting work timing schedule with classes

OCBC GROUP (CONTRACT)

Credit Risk Analyst -Group Risk Portfolio Management Jun’2015 – Feb’2016

Brought in executable ideas to enhance and improve credit risk processes as well as credit risk systems architecture

Assist in developing reports in accordance to MAS 637, BASEL II and BASEL III regulations

Managed data using Business Intelligence Tech tools; QLIKVIEW, FERMAT, RAY, Teradata, SAS and MSACCESS

Assigned with additional work to Improve efficiency of code; SQL, C++ and OOP with BI tools.

Stress Test Modelling for Analytics Feed; EAD, ICAAP, LGD

Reason for Leaving: 6 months extended Contract Ended, was offered a permanent conversion but turned down

HSBC PLC HOLDINGS (CONTRACT) May’2014 – Jun’2015

Internal Control AVP (Ext. AM) – ASP Operational Risk

Analyzed current/ emerging/ past firm wide risk for HSBC Singapore; group functions and local businesses on daily basis

Prepared risk report for the entire risk committee; Business Risk Managers, COO, CRO, CEO and Head of Businesses

Liaised with management and internal stakeholders for submissions of risk inputs; risk indicators, business updates, audits, controls assessments and plan.

Built Operational Risk Dashboard with Oracle and MS suite including the automation of manual processes.

Stress Test Modelling for Operational Risk; baseline losses, modelled stressed losses, legal stressed losses, scenario analysis to find the total stressed loss

Reason for Leaving: 1 Year extended Contract Ended, was offered a permanent conversion but turned down

STANDARD CHARTERED GROUP (CONTRACT)

Operations Risk Officer Analyst – Group Operational Risk Nov’2013 – Apr’2014

Collaborated with working group on new risk initiatives and existing BAU with New Jersey, UK, HK, SG, UAE

Developed Risk Information Report commentaries for Heads, Business Managers and Management Committee

Coordinated and implemented multi-million group project risk systems, which helps to increase visibility oversight and reduce operational cost.

Reason for Leaving: 6 months extended contract ended, was offered a contract in wealth management project but turned down

Financial Market Operations –Equities Settlement Analyst Feb’2013 – Oct’2013

Collaborated with Counterparty, Trader and Middle Office for settlement of trades

Reconciled general ledger and net entries for Bank’s balance

Report any suspicious trades in accordance to the Anti-Money Laundering Policy

Reason for Leaving: No extension after offshoring

Data Migration cum Securities Operations Support Assistant Aug’2012 – Jan’2013

Migrated data from old to new system to improve 75% of efficiency in work

Automated manual processes in order to reduce 7 man-days of manual data entry job

Assisted business managers, supervisor and colleagues with their BAU on my BAU

Reason for Leaving: No extension after project contract ended

INDIVIDUAL VENTURE / OTHER INDUSTRY Dec’2011 – Jul’2012

Advisory / Consultancy cum Prop. Trader

Performed and trade company’s fund as a Night-time Contra Trading leveraging on MetaTrader4 platform

(Cross Analysis using EMA 5/10/20, Fibonacci & Stochastic Oscillator coupled with Simple Fundamental Analysis)

FMCG Business Venture

Construction Project Manager, Real Estate CM & FS Manager Sep’2009 –Nov’2011

ADDITIONAL

FORUM VOLUNTEER / COMPETITION: StackExchange, QuantExchange, Kaggle, Dextra, KDD Cup, Quantcon, Quantopian Hackathon, GARP and Security forum

VOLUNTEER: Indo Disaster Don. Drive(‘04), Laos Build a Library (’05), Free Tuition(’09), Assemble PC for Poor(’10)

PROFESSIONAL CERTIFICATIONS:

UK FITCH LEARNING (Certificate of Quantitative Finance, Delegate; Dec’15 – Jul’16); GLOBAL ASSOCIATION OF RISK PROFESSIONAL (Certificate of Financial Risk Manager, Professional Member; Ongoing); GRADUATE MANAGEMENT ADMISSION COUNCIL (Graduate Management Admission Test, Candidate; Dec’14 – Jan’15); OTHER CERTIFICATIONS

TECHNICAL SKILL:

Analytics Software/BI Tools: SPSS, SAS EG/EM; MySQL, Qlikview, Tableu, Python, R Programming, Mathematica

Banking software: Citrix, Sophis Risque, Seccure, S2B, SCStar, GLTE, FXPR, OPICS, NCS, Swift, KNOX UAT webbased, Optial, Phoenix, Report to Web Customer Due Diligence, ORION, Regional OpR Sharepoint, IRIS

Other Technical Skill: MS Excel (Pivot Table, Vlookup, Macros, Statistical Analysis; MVaR, Net Present Value, Regression Analysis),MS Visio,MS Project (Gantt Chart, Activity Nodes, Network Diagram), MSAccess (DB Management, Form Building, Macros), HTML, C/C++, Visual Basic, BETA, MATLAB, HP50G, VBA, Binary Search Tree, Webhost Cpanel Scripting, FTP, SUNs Office, Front Page 2002, Dreamweaver, MINITAB, MEGATAB, PHP4/5, AutoCAD, GameMaker, RPG Toolkit, Unity, Python Game Engine, JMP, C#, JAVA, Matlab, Hadoop, Java, J2EE, Octave, Hadoop Framework, Spark, Pig, Hive, Hbase, Scala, Map/Reduce, Knime, R, R Shiny, and SPSS, SAS, Machine Learning, Tensorflow, Pytorch, CNN, Deep Learning, Keras

HOBBIES: Machine Learning-Robot Kit; Equity, Forex & Options Trading, App Programming;

Watersports: Certified Scuba Diving - Taiwan/2017; Represented HSBC in ‘15 Dragon boat race & SPF in ‘09 Swimming,

Data Science Trainer at https://www.tertiarycourses.com.sg/python-pandas-training-finance.html

SCHOLARSHIP & AWARDS:

WILEY’s SCHOLARSHIP (Sole Recipient in ASEAN) in AY2015

PAUL’S WILMOTT SCHOLARSHIP in AY2015

MONETARY AUTHORITY OF SINGAPORE (MAS) AWARD 2016

LANGUGE PROFICIENCY : English, Chinese, Dialects (Hokkien, Teochew and Cantonese)

ASSOCIATIONS: (SCDF) S.FSM, (SPF) Associate, (HTNS) Archery Committee in ‘10, (BCA) BCSS

IT ANALYTICS COURSEWORK

1.(Machine Learning) Evaluation of S&P Equities Performance with the following main objective:

-Data Cleansing and Cross Vendor checks/preparation from Bloomberg, S&P, Yahoo, Google, Reuters Finance. Comparing models for Equity Trading by harnessing on Machine Learning. Cross-comparison between popular models Financial (i.e. GBM), Econometric (i.e. TimeSeries), Machine Learning (i.e. SVM Regression) Models. Preparation of Predictive and Prescriptive models with insights

(SMU) Machine Learning Supervisor: Dr. Dai Bing Tian

Project Group: (Group Leader: Johnson), Luo Man Di, Krutika, Huang Li Wei

2.(Marketing Analytics) Recommendation System for Santander Bank with the following main objective:

-Leverage upon Marketing Analytics with the use of A/B, Recommendation, et cetera, using SAS Base & JMP

(SMU) Data Analytics Learning Supervisor: Prof Kam Ting Seong

Project Group: (Group Leader: Johnson), Cheng Xuyi, Dr Chan Yuen Sing

3.(Marketing Analytics) Marketing Analytics Technopreneur with the following main objective:

-Leverage upon Marketing Analytics with the use of A/B, et cetera

(SMU) Marketing Analytics Learning Supervisor: Prof. Masao Kakihara

Project Group: (Group Leader: Johnson), Krutika, Nirikshith, Dipti, Narma, Xin

4.(Trading Analytics) Creating Algorithmic Trading with the following main objective

-Create Algorithmic with the use of OOP and APIs. Prescriptive Trading Execution with the use of predictive strategies and appropriate domain

(SMU) Trading Technology Analytics Learning Supervisor: Prof Gerald Tong

Project Group: (Group Leader: Johnson), Adithya Srinivasan, Kritika

5.(Operations Analytics) Vehicle Routing NP Hard Problem

-Vehicle routing problem with use of SAS EG

(SMU) Operations Analytics Learning Supervisor: Prof Michelle Cheong

Project Group: (Group Leader: Johnson), Le Minh Giang, Frandy Eddy

6.(Spreadsheet Analytics) Aircraft Scheduling

-Aircraft Staffing Scheduling problem with use of Excel and VBA

(SMU) Spreadsheet Analytics Learning Supervisor: Prof Lee Wee Leong

Project Group: (Group Leader: Le Minh Giang), Johnson, Frandy Eddy

7.(Process Analytics) Process Analytics

-Queue Simulation with use of Flexsim

(SMU) Spreadsheet Analytics Learning Supervisor: Prof Lee Wee Leong

Project Group: (Group Leader: Johnson), Li Dan, Jing Xian, Giang, Kim Hyun

8.(Corporate Banking Analytics) Investment (FX, Comm., Options) Analytics Dashboard

-Create Instrument Dashboard with Analytics solution through the use of TIBCO, mockup ware, et cetera.

(SMU) Spreadsheet Analytics Learning Supervisor: Prof Lee Wee Leong

Project Group: (Group Leader: Johnson), Goh U Jin, Xiaoyi, Liyao, YeZheng, Peilin

9.(Financial Market Analytics) Calculation of VAR and other risk measures

-Analyze data and calculation of VAR and other risk measure with the use of Excel

(SMU) Trading Technology Analytics Learning Supervisor: Prof Gerald Tong

Project Group: (Group Leader: Johnson), Priyanka, Aditya, Jiangyu

MATHEMATIC / QUANTITATIVE PROJECTS

10.(Financial Engineering) Prescribing Rates

-Analyzing and Calculation of Interest Rates, Fed Rates, Bootstrapping, etc. with the use of SAS EG

(UK Fitch) Quantitative Analytics Learning Supervisor: Fitch Rating - Dr. Alonso Pena, Dr. Riaz A.

11.(Financial Engineering) Market Risk

-Leverage on various portfolio and mathematical optimization models for Risky assets with the use of Matlab

(UK Fitch) Quantitative Analytics Learning Supervisor: Fitch Rating – Dr. Richard Diamond, Dr. Riaz A.

12.(Financial Engineering) Exotic Options and Simulation

-Exotic Options Simulation using SAS, VBA

(UK Fitch) Quantitative Analytics Learning Supervisor: Fitch Rating – Dr. Riaz A.

13.(Financial Engineering) Credit and CDOs

-Leverage on various Credit Model for credit related instruments through the use of SAS, C++, VBA

(UK Fitch) Quantitative Analytics Learning Supervisor: Fitch Rating – Dr. Richard Diamond, Dr. Riaz A.

14.(Fundamental Physics) Formulating Heat Rate

-Mathematical calculation and Mechanical Calculation i.e. Picnic Conductor with HP50G

(SIM) Fundamental Physics Learning Supervisor: Fitch Rating - Dr. Phil Lee Dan Ching

15.(Calculus Analysis) Calculus Problems

-Mathematical Calculation for Calculus Problems with HP50G

(SIM) Advanced Calculus Learning Supervisor: Fitch Rating - Dr. Quek Wei Ching

16.(Applications of Graphing) Heuristics Graphing

-Heuristics Graphing Theory and Algorithms with HP50G

(SIM) Graph and Topography Learning Supervisor: Fitch Rating - Dr. Feng Feiling

17.(Taylor Series) Taylor Series and Derivations

-Taylor Series and Derivations with HP50G

(SIM) Pure Mathematics Learning Supervisor: Fitch Rating - Dr. Phil Stephenson

18.(Project Management) Project Management case for Oil Spill Cleanup

-Project Management with use of MS Project Office

(SIM) Project Management Learning Supervisor: Fitch Rating - Dr. Lee

QUANTITATIVE

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