Kyaw Kyaw Oo (Singapore PR) HP : ** ********
Blk 670A, Jurong West Street 65, # 04-86 Email : adcwpj@r.postjobfree.com Singapore 641670 Linkedin : bit.ly/kyawoo
Senior Business Big 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: 5 years plus in data analytics & in machine learning and 2 year plus in AI & deep learning in consulting, human capital, banking, insurance and CRM, game, biomedical and biometric domain using Python, R, Matlab, JMP, SAS, SPSS, Tableau, SQL, NoSQL and Excel with Database Servers. 13 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 Transformation, Workforce Planning and Talent Management)
Selecting features, building and optimizing methods and algorithms using machine learning and AI techniques
Apply my expertise in the future of organizational transformation, workforce planning, talent optimization, talent acquisition, quantitative analysis, and data visualization to help Clients like Graham Construction, Unilever, ANZ, Loblaw, StarHub and EDB Singapore organizational transformation, recruit, select, grow, and retain talent
See beyond the data to identify solutions that will raise the bar for all things organization and people-related
Collaborate with data engineering and visualization engineers to access and manipulate data, explain data gathering requirements, and display results
Partner with the Organization, Workforce, 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 Organization, Workforce, 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 organization, workforce, people data
Managed to deliver POC and Product for Organizational Network Analytics (Social Network Analytics)
Managed to deliver POC and Product for Future of Talent Optimization (Workforce Analytics)
Managed to deliver POC for Talent Profiling, Talent Acquisition, Talent Management and Talent Improvement (People Analytics)
Kyaw Kyaw Oo (Singapore PR) HP : 65 81136694
Blk 670A, Jurong West Street 65, # 04-86 Email : adcwpj@r.postjobfree.com Singapore 641670 Linkedin : bit.ly/kyawoo
Managed to deliver Product for Human Capital Trends, Finance Dashboard Freelance (Singapore) Jan 2017 to Dec 2017
Data Analytics and Data Scientist (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
Managed to submit some of the POC for 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
Leading, mentoring software developers and provide assistance to testers and support personnel as needed to determine system problems.
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
Leading, coaching software developers and 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 Kyaw Kyaw Oo (Singapore PR) HP : 65 81136694
Blk 670A, Jurong West Street 65, # 04-86 Email : adcwpj@r.postjobfree.com Singapore 641670 Linkedin : bit.ly/kyawoo
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
Managing e_passport project, vendors and 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 future chip chock coils product for communication industries 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 M\C 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 (Statistics) 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” Kyaw Kyaw Oo (Singapore PR) HP : 65 81136694
Blk 670A, Jurong West Street 65, # 04-86 Email : adcwpj@r.postjobfree.com Singapore 641670 Linkedin : bit.ly/kyawoo
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) Technical Skills
Python, R, Matlab, Python, 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
Numpy, Pandas, Matplotlib, Django, Plotly, Dash, OpenCV, Statsmodels, Scikit-learn, NTLK, Keras, Tensorflow, Pytorch and many more
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, RDS, Serverless, Lambda Service
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
Gephi, JMP, SAS, SPSS, 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 for Data Analytics Projects On going
Organizational Network Analytics with Clients
HR Analytics’ Platform for AIA
Previous
Organizational Network Analytics(Social Network Analytics)
Human Capital Trends
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) Kyaw Kyaw Oo (Singapore PR) HP : 65 81136694
Blk 670A, Jurong West Street 65, # 04-86 Email : adcwpj@r.postjobfree.com Singapore 641670 Linkedin : bit.ly/kyawoo
● 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)