Resume
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Resume

Mr. Kyaw Kyaw Oo
Linkedin : bit.ly/kyawoo
Singapore PR ? 65 81136694 ? ------------
Business Data Analytics / (Machine Learning, Artificial Intelligence, Deep Learning) Data Scientist
Objective: I have always been passionate about coaching, mentoring, technology, data, research, design and analysis with a customer oriented and delivery mindset. Technology is getting advanced and rapidly changing enough for both analytical tools and data collection to start connecting the dots and generate insights and valuable information. Being born as challenging life with can do attitude, strong commitment, self initiator and self learner with self made person, finally result oriented. I truly believe that that data analytics will be able to improve organizations, both by driving revenues externally through data-driven decision making and planning and by reducing internal costs through efficient resource allocation.
Summary: 3 years plus in data analytics & in machine learning and 1 year plus in AI & deep learning in consulting, human capital, banking, insurance and CRM, game, biomedical and biometric domain using Python, R, JMP, SAS, SPSS, Tableau, SQL, NoSQL and Excel with Database Servers. 10 years plus in software design and development in the former and manufacturing industries using the former technologies & J2EE, Matlab, C#.NET and C++. Research and development experiences in design, analysis, implementation and testing methodologies delivered to enterprise applications with products development and project management experiences. I myself I am a statistician, mathematician, analytics, algorithmic, computer scientist, report writer and researcher. Moreover, Masters in Signal Processing (Statistics) and existing data scientist with lots of hands on data processing and analysis projects as part of my whole life long burning career aspirations contributing the steady growth of the organization.
Core competencies: Business analytics with data science(machine learning, artificial intelligence, deep learning), human capital trends, organizational network analytics, finance dashboard, workforce analytics, people analytics, AML analysis, fraud analysis with risk management, mobile banking with campaign and customer analytics, platform as a service with enterprise telecommunications, fraud protection enterprise system(software as a service) with web security on banking and financial services, data analytics and algorithms development on biomedical, test & measurement for data storage products, cross platforms with cross languages API development for eSignature verification, biometric security and semiconductor products
Professional Experiences
Deliotte Consulting (Singapore) Jan 2018 to Present
Data Scientist (Human Capital � Organization, Workforce Planning and Talent Management)
? Selecting features, building and optimizing methods and algorithms using machine learning and AI techniques
? Apply your expertise in people research, quantitative analysis, and data visualization to help EDB Singapore recruit, select, grow, and retain talent
? See beyond the data to identify solutions that will raise the bar for all things people-related
? Collaborate with data engineering and visualization engineers to access and manipulate data, explain data gathering requirements, and display results
? Partner with the HR, recruiting and diversity teams on people projects to identify and clarify critical people issues, deeply understand our people processes, and analyze data to drive improvements
? Bring together HR-specific data and outside research to help leaders understand people issues
? Communicate statistical analyses and results, along with implications, to technical and non-technical audiences
? Collaborate effectively with and mentor other team members
? Demonstrate exceptional judgment and discretion when dealing with highly sensitive people data
? Managed to deliver POC and Product for Human Capital Trends, Organizational Network Analytics, Finance Dashboard, Future of Talent Optimization(Workforce Analytics), Talent Profiling, Talent Acquisition, Talent Management and Talent Improvement(People Analytics)
Freelance Data Analytics and Data Scientist (Singapore) Jan 2017 to Dec 2017
(AML, Risk Score, Biomedical, Mobile, Banking, Campaign, Customer Relationship)
? Selecting features, building and optimizing methods and algorithms using machine learning techniques
? Data mining using state-of-the-art methods
? Processing, cleansing, and verifying the integrity of data used for analysis
? Delivering value to users closely with development, product and business team on defining new features and workflows
? Explore, evaluate and develop new technologies for technical support, solutions & sales team and integration with existing and new platforms
? Managed to submit some of the POC for AML, Credit Score, Income Level Prediction, Game Recommender System, Google On Line Marketing Analytics, Duplicate Question Checker Modeling, Customer and Relationship Management Analytics, Mobile and Customer Analytics with Campaign
myRepublic (Singapore) Aug 2016 - Jan 2017
Software Engineer (Enterprise Solution - PAAS for Telecom)
? Research, design and develop a modern API based B/OSS platforms using cutting edge technologies
? Plan and maintain mission critical SQL database systems working in a demanding Agile environment
? Delivering value to users closely with development team on defining new features and workflows
? Explore, evaluate and develop new technologies for technical support, solutions & sales team and integration with existing and new B/OSS platforms
? Managed to launch BOSS(PAAS) with REST-SOAP Web Service based Platforms and its APIs integrated with Mediator and Orchestra Service Engines, Transform and Pojo Libraries for Provisions using Docker with OpenShift
Kofax (Singapore) Oct 2012 - Feb 2016
Software Developer (Enterprise Solution - SAAS for Banking and Financial)
? Research, evaluate and develop new technologies for technical support & sales team and integration with existing thin client web application
? Explore and evaluate new certificate validation technologies for web application &c web services and integration with existing web service application
? Explore, design and develop new interface engine for large numbers of client and server side and integration with existing client and backend application server
? Explore and develop cross platforms with cross languages APIs for Web Services with Client and Server ? Provide assistance to testers and support personnel as needed to determine system problems.
? Managed to handle and deliver customization layer, customized & upgraded versions and change request for complex enterprise thin client application ? Shipped new load balancer engine for Bank of America ? Released web service communication and server interface module ? The eSignature verification engine is used by Neural Network
Nitto Denko Asia Technical Center (Singapore) May 2011 - Sep 2012
Research Engineer (Signal Processing - Data Analytics for BioMedical) ? Conduct experiments, analysis, design, develop and validate signal processing algorithms for biomedical industry
? Research, evaluate and develop utility system tools for blood flow rate and oxygen saturation level ? Collaborate closely with firmware and hardware engineers in implementing signal processing blocks
? Managed to deliver improved algorithms and better biomedical application product (used Statistical Data Processing and Analytics Methods, Algorithms and Libraries as part of Data Science)
? Released necessary software tools to integrate with mobile platforms and social network
NEC Asia Pacific (Singapore) May 2009 - Apr 2010
Software Engineer (Enterprise Solution - SAAS for Biometric)
? Research, evaluate and develop wrapper libraries for e-passport and for fingerprint, face, Smart Catch application
? Explore, evaluate and develop fingerprint based desktop voting application with database server and utility tools ? Provide technical support to other work groups and related projects
? Managed to deliver cross languages wrapper library with improved customization for e-passport verification product (used Data or Pattern Matching and Recognition Methods, Algorithms, Libraries like Machine Learning as part of Data Science)
? Released voting Enterprise Application for Philippine Union Election Committee
AStar Data Storage Institute (Singapore) May 2006 - Apr 2008
Research Engineer (Test and Measurement for Data Storage)
? Research, evaluate and develop of analogue & digital circuits testing and prototyping, firmware and software design for communication products
? Explore, evaluate and develop interface software for the AIO tester and design the user graphic interfaces for the new advanced self-sensing control and accurate measurements of testing techniques for hard disk
? Collaborate closely with algorithm developers and customers in implementing test and measurement application
? Managed to deliver All in One Test and Measurement Application for Seagate Technology
? Released 1st Prototype Vehicle Tracking Product for SMEs
Panasonic Electronic Devices (Singapore) Oct 2005 - Apr 2006
Design Engineer (Coils Products)
? Research, design, evaluate, develop, test and prototype of chip choke coils for power and communication products
? Collaborate closely with production and customers to align with the market needs
? Managed to deliver All in One Test and Measurement Application for Seagate Technology
? Released 1st Prototype Vehicle Tracking Product for SMEs
ASM Technology (Singapore) Nov 2004 to Sep 2005
Customer Support Engineer/Service Engineer (Semiconductor)
? Servicing, installation, setting-up and troubleshooting of high-end automated semiconductor backend equipment in the field
? Involved in Installation, Upgrading, Servicing, Buy off of Wire Bonder Machines
? Involved in Publishing of Technical Procedure, Bulletin and Report for Amkor, China,
? Hong Kong, Korea, Taiwan, Japan�s customers and Training for MC Operation to 5 Customers
? Involved in Speedup project for UPH, Engineering Evaluation for Sample Bonding and Yield Improvement
Education & Achievement
Master of Science in Signal Processing
Nanyang Technology University, Singapore. (2003 - 2005)
? Advanced Digital Signal Processing, Speech Analysis & Processing, Image Processing & Pattern Recognition, Distributed Multimedia Systems, Digital Audio Signal Processing, Video Signal Processing, Statistical Signal Processing, Array Signal Processing, Adaptive Signal Processing
? Graduate Thesis ��Fast Vector Quantization for Image Coding� ? Developed a new-fast algorithm like nearest neighbor search algorithm of Classification, which was focused on to speed up the VQ encoding process as well as the codebook training based on the conventional full codebook search algorithm and the Generalized Lloyd Algorithm (GLA)
Bachelor of Engineering in Electronics (1st class)
Yangon Technological University, Myanmar. (1994 - 2001)
Certificates
Completed
? Data Science 101 from Big Data University (Affiliated with IBM Analytics Education)
? Big Data 101101 from Big Data University (Affiliated with IBM Analytics Education)
? Machine Learning from Big Data University (Affiliated with IBM Analytics Education)
? Python 101 from Big Data University (Affiliated with IBM Analytics Education)
? R 101 from Big Data University (Affiliated with IBM Analytics Education)
? Data Science Methodology from Big Data University (Affiliated with IBM Analytics Education)
? Predictive Modeling Fundamentals 101 with IBM SPSS Modeler from Big Data University (Affiliated with IBM Analytics Education)
? SQL and Relational Databases 101 from Big Data University (Affiliated with IBM Analytics Education)
? Introduction to Data Science with Python from Coursera
? Applied Machine Learning in Python from Coursera
? Applied Text Mining in Python from Coursera
? Applied Social Network Analysis in Python from Coursera
? Neural Networks and Deep Learning in Python from Coursera
? Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization from Coursera
? Structuring Machine Learning Projects from Coursera
? Convolutional Neural Networks from Coursera
? Deep Learning Specialization from Coursera
? Big Data Integration and Processing from Coursera
? Big Data Modeling and Management Systems from Coursera
? Graph Analytics for Big Data from Coursera
? Hadoop Platform and Application Framework from Coursera
? Intrduction to Big Data from Coursera
? Introduction to Big Data Analytics from Coursera
? Machine Learning with Big Data from Coursera
? Big Data Specialization from Coursera
? Emerging Trends & Technologies in the Virtual K-12 Classroom from Coursera
? Data Science Specialization from Coursera
? People Analytics from Coursera
? Customer Analytics from Coursera
? Operations Analytics from Coursera
? Accounting Analytics from Coursera
Competition Skills
On going
? Quora Questions Pairs at K------------ using R, Python, NLP, Deep Learning Frameworks
?
Technical Skills
? Python, R, Matlab, Python, JMP, SAS, SPSS, Google Ad words, Google Analytics and Adobe Analytics, Tableau, Excel
? Statistic, Data Analysis, Model Building, Testing, Evaluating, Regression, Prediction, Segmentation, Classification, Association, Text and Data Mining, Natural Language Processing, Credit Risk, Time Series, Machine Learning, Artificial Intelligence, Deep Learning Frameworks, Microsoft Azure Machine Learning Studio
? J2EE, C/C++
? Maven Spring and Spring Boot, ActiveMQ, Camel, CXF, AJAX, Struts, Hibernate, MFC, TeeChart, STL, OpenCV, Boost
? SOAP and REST, UI, Multithreading,
? SOAPUI, PostMan, Tomcat, IIS, Virtualbox, VMPlayer, VMWare WorkStation
? RDMS, Microsoft SQL, MySQL, DB2, PostGres, NoSQL, MongoDB
? AWS EC2,
? COM InterOP, P/Invoke, JNI
? OOP, OOAD, DLL, UML, Design Patterns, Visual Paradigm, Unit Testing
? Jenkins, CI, Test and Data Driven, Visual Paradigm, Visio, Ms Office
? Linux, Bash/Shell, SSH
? MSDN, Eclipse, IntelliJ, PyCharm, R Studio, Windows, Mac OSXs, Ubuntu Desktop and Servers
? CVS, SVN, GitHub, GitLab, Agile Methodology (Jira, BitBucket and Confluence)
? Docker, OpenShift, OpenStack, SAAS, PAAS, DAAS, Hive and Impala
On Going & Previous POC and Data Analytics Projects ? Human Capital Trends ? Organizational Network Analytics(Social Network Analytics)
? Finance Dashboard ? Future of Talent Optimization(Workforce Analytics) ? Talent Profiling, Talent Acquisition, Talent Management and Talent Improvement(People Analytics)
? Anti Money Laundering and Counter Terrorism Finance (Banking)
? Default Credit Card Payment Usage (Credit Risk Score)
? How to Promote Active Aging Survey (Qualitative Analytics)
? Predictive Model for Investigating An Annual Salary Level of Various Professions and Employees where Big Data Set (HR)
? A Recommendation System for Recommending Games (Game)
? Google Online Marketing Challenge (Campaign Management Analytics)
? Text Analytics with Social Media (Community Networking)
? Time Series Analytics Predictive Modeling (Manufacturing)
? Patient Life Cycle Management to Predict Progressive Conditions of Diabetics (Biomedical)
? Duplicate Questions Checker Modeling (Kaggle Competition)
? Insurance Risk Score Prediction Modeling (Finance)
? Customer and Customer Relationship Management Analytics (Marketing)
? Mobile and Customer Analytics and with Campaign Tracking (Web Campaign)
? Predicting Demand and Profit for Bike Sharing Scheme (Transport)
Previous IT Projects
? Tessract BSS/OSS Enterprise Solution
? Neuro Browser Big Data Analytics(Time Series) Enterprise Solution
? Thin Client Enterprise Banking Web Application (eSignature Verification)
? Revoking Expired Certificates in Web Application and Web Services
? TCP/IP Load Balancer using C++ Proactor Design Pattern and Boost Library
? eFlow Web Service for Enterprise Banking Application
? WCF Framework
? Java to .NET Application Server Interface (Messaging Solutions)
? Accelerometer based wearable Data Logger
? Live 2D Visual Inspector
? Advanced HRV(Heart Rate Variable) Time Series Data Analyzer
? Blood Flow Rate Detection
? Oxygen Saturation Calculation
? Automatic Wafer Defects(Data) Analyzer (part of Machine Learning)
? Pattern Matching and Colour Detection Imaging Library for Document Imaging Application (part of Machine Learning)
? Fingerprint based Enterprise Voting Application and Iris System Integration
? Hard Disk Drive Spindle Motor Drive and Characteristic Tester
? Communication Functions for Remote Monitoring Unit ? Fast Vector Quantization for Image Coding (Classification of Supervised Learning)
Part Time and Volunteering
? Data Science Instructor at Lithan Academy for the Courses of Data Science Essentials, Programming with R for Data Science and Programming with Python for Data Science
? Mentor at AI Saturdays Events of Nature.AI
Mentoring and Guiding Juniors or Students
? One MSc(Signal Processing) Dissertation from NTU named Visual Recognition System(SVT and GV methods) using Matlab 2010, C in Visual Studio 2012 and OpenCV in 2014
? One BSc(Computer Science) Course Work from University of Adelaide for Algorithms and AI Subjects in 2013
? One MSc(Digital Media) Project from NTU named Sub pixel Image Registration using Matlab 2010 in 2011
? One MSc(Digital Media) Project from NTU named Imaging Web Services using C# in Visual Studio 2010 in 2011
Activities
? Participants of Meet Up Singapore Group like Big Data, Machine Learning & Artificial Intelligence, BigData.SG & Hadoop.SG, PyData, Analytics.Club, Google Cloud Platform User Group, Data Science, AWS User Group, Python User Group, DataKind, Digital Web Analytics,