Kasun Sanjeewa Perera Email & Phone Number

Singapore

Singapore

Singapore

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… 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

Singapore

Singapore

Singapore

I am now focused on using my extensive experience on NLP, AI and ML to build a deeptech startup.

Worked 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.

Dresden Area, Germany

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… 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

Abu Dhabi, Uae

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… 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

Master Of Science (Msc), Computing And Information Sciences, 3.625/4.0

Bachelor Of Science (Bsc), Computer Science, Second Class Upper

Activities and Societies: Junior Treasurer in Computer Science Society, Assistant Secretary in Computer Science Society, Announcer at Sri.