Kasun Sanjeewa Perera work email
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I am the Lead - AI & Data Engineering at PALO IT Singapore, a global innovation consultancy that helps organizations transform through technology and design. With over 10 years of experience in data science, I have a strong foundation in computer science and a deep understanding of various AI/ML techniques and tools, such as machine learning, natural language processing, and Python programming.In my previous role as the Head of Data Science at Ai Palette, I led a team of talented data scientists and engineers who developed and deployed AI-powered solutions for the food and beverage industry. Our mission was to help our clients create novel and personalized products that match consumer preferences and trends, using our proprietary platform that leverages machine learning and natural language processing. I have also applied my skills and knowledge to various domains, such as fraud detection, electricity price forecasting, and credit risk modeling. I have published multiple papers in international conferences and journals, obtained several certifications from leading online platforms, and mentored aspiring entrepreneurs and innovators at F10 Incubator & Accelerator. I am passionate about solving complex problems with data and delivering value to customers and stakeholders.
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Lead - Ai And Data EngineeringPalo ItSingapore
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Lead - Ai & Data EngineeringPalo It Apr 2024 - PresentSingapore
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Startup MentorF10 Incubator & Accelerator Jul 2020 - PresentSingaporeF10 is a Zurich and Singapore based FinTech Incubator and Accelerator which supports and guides Startups in transforming their ideas into successful companies while stimulating worldwide collaboration with international finance organizations. The accelerator has a proven track record of innovation, acceleration, and product creation for financial services. Working with SIX, the Swiss stock exchange, Bank Julius Baer and other leading financial institutions, F10 is at the forefront of the new… Show more F10 is a Zurich and Singapore based FinTech Incubator and Accelerator which supports and guides Startups in transforming their ideas into successful companies while stimulating worldwide collaboration with international finance organizations. The accelerator has a proven track record of innovation, acceleration, and product creation for financial services. Working with SIX, the Swiss stock exchange, Bank Julius Baer and other leading financial institutions, F10 is at the forefront of the new financial paradigm, bridging the gap between exciting new ideas and tomorrow’s leading products. Show less -
Head Of Data ScienceAi Palette Jan 2020 - Feb 2024Singapore -
Engineering Lead / Co-FounderPinalpha Pte Ltd Jul 2018 - Jul 2020Singapore -
EntrepreneurEntrepreneur First Feb 2018 - Jan 2019SingaporeI am now focused on using my extensive experience on NLP, AI and ML to build a deeptech startup. -
Research AssistantSingapore University Of Technology And Design (Sutd) Nov 2016 - Feb 2018Worked on extracting information from Heterogeneous sources such as Scientific Publications, Web Scrapped Data and Social Networks. Used NLP extensively for entity name recognition and then use them for entity name resolution. The extracted information is overlay with DBPedia ontology to create the authors knowledge graph. The new knowledge being extracted from AI and ML models such as Random Forest and SVM. -
Research AssociateTu Dresden Oct 2013 - Sep 2016Dresden Area, GermanyBuilding a system which supports efficient Online Analytical Processing (OLAP) querying by generating full materialized views on sequential data. This is essentially creating Knowledge Graph for Sequential Data. Similarity among sequence aggregations are explored to compress the OLAP cube. Information extraction using different techniques including NLP being used in this research. Analytical queries are performed using AI/ML techniques to find necessary patterns on the OLAP cube (Knowledge… Show more Building a system which supports efficient Online Analytical Processing (OLAP) querying by generating full materialized views on sequential data. This is essentially creating Knowledge Graph for Sequential Data. Similarity among sequence aggregations are explored to compress the OLAP cube. Information extraction using different techniques including NLP being used in this research. Analytical queries are performed using AI/ML techniques to find necessary patterns on the OLAP cube (Knowledge graph for squence). Core R and required R packages have extensively been used to implement the system using R Studio. Show less -
Research AssistantMasdar Institute Of Science And Technology Sep 2011 - Jun 2013Abu Dhabi, UaeI worked/Studied as a Research Assistant and Graduate Student at Masdar Institute. My research focus on fraud detection in mobile advertising. The main focus area is Feature Engineering through information extraction (Using NLP and PCA) and provide class imbalance learning to detect frauds. I also worked on electricity price forecasting using feature engineering techniques. I have introduced new class imbalance learning technique which is superior than SMOTE sampling. Ensemble models in ML and… Show more I worked/Studied as a Research Assistant and Graduate Student at Masdar Institute. My research focus on fraud detection in mobile advertising. The main focus area is Feature Engineering through information extraction (Using NLP and PCA) and provide class imbalance learning to detect frauds. I also worked on electricity price forecasting using feature engineering techniques. I have introduced new class imbalance learning technique which is superior than SMOTE sampling. Ensemble models in ML and AI used as the prediction engine. Show less -
Research AssistantNational University Of Singapore Sep 2010 - Aug 2011 -
InstructorUniversity Of Colombo School Of Computing Nov 2009 - Sep 2010
Kasun Sanjeewa Perera Education Details
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Masdar Institute For Science And Technology3.625/4.0 -
Second Class Upper
Frequently Asked Questions about Kasun Sanjeewa Perera
What company does Kasun Sanjeewa Perera work for?
Kasun Sanjeewa Perera works for Palo It
What is Kasun Sanjeewa Perera's role at the current company?
Kasun Sanjeewa Perera's current role is Lead - AI and Data Engineering.
What is Kasun Sanjeewa Perera's email address?
Kasun Sanjeewa Perera's email address is ka****@****tte.com
What is Kasun Sanjeewa Perera's direct phone number?
Kasun Sanjeewa Perera's direct phone number is +65924*****
What schools did Kasun Sanjeewa Perera attend?
Kasun Sanjeewa Perera attended Masdar Institute For Science And Technology, University Of Colombo.
Who are Kasun Sanjeewa Perera's colleagues?
Kasun Sanjeewa Perera's colleagues are Edgar Chávez, David Benoit, Merida González, Antoine Cusset, Nattaphong Theeralertham, Ramón Balbuena Martínez, Chong Fat Cheung.
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