Sachini Herath Email and Phone Number
Sachini Herath work email
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Sachini Herath personal email
As the Head - AI Solutions at Dialog Axiata PLC, I lead a team of data scientists, analysts and ML Engineers to design and deploy ML/AI models in AWS cloud environment, enabling hyper-personalization, churn prevention, Dynamic Pricing and next best offer recommendation customers. With over 10 years of experience in the telecommunications industry, I have extensive knowledge and skills in customer journey orchestration, data visualization, and growth hacking.I hold a Master of Business Administration (MBA) from the Postgraduate Institute of Management, University of Sri Jayawardenepura, and a Bachelor of Engineering (BEng) in Electronic Engineering from Sheffield Hallam University. I have completed several online courses on Artificial Intelligence, machine learning and exploratory data analysis. I am passionate about applying AI and machine learning to solve real-world problems and create value for customers and businesses.
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Head - Ai SolutionsDialog Axiata Plc Mar 2023 - Present -
Manager - AnalyticsDialog Axiata Plc Apr 2021 - Apr 2023Key ResponsibilitiesTech Lead for Dialog’s Hyper Personalization Module and Churn prevention Module• Design and define model architectures and roadmaps to meet business objectives• Lead Data Scientists and Data Analysts to develop and deploy ML/AI models in AWS cloud environment• Guiding teams for Growth HackingServing as the Subject Matter Expert for the team of 10 Data Scientists for Mobile, TV, Home Broadband Business Units
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Assistant Manager- Business Intelligence AnalyticsDialog Axiata Plc Mar 2020 - Apr 2021Colombo 02Key responsibilities include• Leading the development of Mobile customers’ churn prediction models. (For Voice only and Mobile Broadband separately)• Leading the development of Dialog TV products cross-selling models and churn prediction model.• Leading the development of Customers’ Mobile device changing frequency prediction model.• Leading the development of tower (site) wise revenue forecasting model for Dialog Mobile Network.• Development of dashboards (On Tableau) for overall business performance management.• Conduct Tableau, Sql and ML training programs to empower users with ‘Self-Analytics’ needs across the company.
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Specialist - Data ModelingDialog Axiata Plc Jul 2017 - Mar 2020Colombo, Sri LankaResponsibilities - - Geo Spatial Analytics : Development of 2x2km grip map on top of Tableau maps to analyze more granular level market activities. - Development of customer level credit profiler for Enterprise (Segmentation) and Individual (Predictive model) customers separately to mitigate credit risks and improve billing collections- Enterprise churn management: Predictive model to identify potential churn customers (Enterprises)- Mobile Postpaid customer churn prediction model building and prevention program management- Fixed broadband customers' network experience model building- Mobile Network Speeds Analysis and competition analysis- Prepaid Customers' most preferred retailer prediction model building
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Senior Executive - Business Intelligence AnalyticsDialog Axiata Plc Nov 2013 - Jun 2017Colombo 021. Fixed Broadband tower upgrade prediction model building2. Mobile Prepaid customers' data analytics, monitoring and management3. Mobile Broadband customers' data analytics, monitoring and management4. Mobile Network tower clustering Model development (Urban-Rural classification of towers)5. Oracle (OBIEE) based dashboard development and maintenance
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Visiting LecturerNational Institute Of Business Management (Nibm - Sri Lanka) Feb 2020 - PresentCourse Module on Machine Learning 1Learning outcomes includes Pre-processing Data, Regression Models, Clustering Models, Classifications Techniques and Association Rule Mining. -
Technical Project CoordinatorEricsson May 2012 - Nov 2013Sri L -
Engineering InternDialog Axiata Plc Nov 2011 - May 2012
Sachini Herath Skills
Sachini Herath Education Details
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Postgraduate Institute Of Management, University Of Sri JayawardenepuraMaster Of Business Administration (M.B.A.) -
Electronic Engineering -
Musaeus College - Colombo 07
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Sri Lanka Institue Of Information Technology
Frequently Asked Questions about Sachini Herath
What company does Sachini Herath work for?
Sachini Herath works for Dialog Axiata Plc
What is Sachini Herath's role at the current company?
Sachini Herath's current role is Head- AI Solutions at Dialog Axiata PLC || Data Science Architect || Tech Lead.
What is Sachini Herath's email address?
Sachini Herath's email address is be****@****liit.lk
What schools did Sachini Herath attend?
Sachini Herath attended Postgraduate Institute Of Management, University Of Sri Jayawardenepura, Sheffield Hallam University, Musaeus College - Colombo 07, Sri Lanka Institue Of Information Technology.
What are some of Sachini Herath's interests?
Sachini Herath has interest in Environment, All Sports, Science And Technology, Animal Welfare, Health.
What skills is Sachini Herath known for?
Sachini Herath has skills like Data Science, Business Intelligence, Data Analysis, Data Mining, Sas E Miner, Oracle Database, Obiee, Software Implementation, Microcontrollers, Software Engineering, C, Software Development.
Who are Sachini Herath's colleagues?
Sachini Herath's colleagues are Dinesh Deshapriya, Madurajith Rathnasiri, Rashmi Dilhara, Sandun Rajapurage, Anusha Priyadharshani, Maduka Ranasinghe, Susil Setunge.
Not the Sachini Herath you were looking for?
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Sachini Herath
Undergraduate Of Pharmacy And Pharmaceutical Sciences Of University Of Sri Jayewardenepura, Sri LankaColombo -
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Sachini Herath
Bba(Hons) In Finance | University Of Colombo (Ug) | Icasl Corporate Level ( Reading)Kandy -
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