I am a professional data scientist with three years of experience in big data analytics and data science. Currently I’m following the Masters’ degree in Big Data Analytics at Robert Gordan University, Aberdeen remotely t…
I am a professional data scientist with three years of experience in big data analytics and data science. Currently I’m following the Masters’ degree in Big Data Analytics at Robert Gordan University, Aberdeen remotely through Informatics Institute of Technology, Sri Lanka. My work experience have covered in both data engineering and data science fields and I have worked in three different industries.
<p>Conducted a test and control base beta pilot run to value capture net impact for Promotion Item Recommendation System<br>
Created a dashboard using powerbi to view the value capture of KPIs for the beta pilot<br>
Integrated a new alert type for a critical hourly running alert system with real time data sources<br>
Experimented Explainable AI to a xgboost model using pandas and tested the feasibility of XAI for random forest model in pyspark ml libraries</p>
Data Science role
Implementation of enhancements in use cases that are already in production. Build end to end machine learning models. Experiment intepretability of ML models.
Backend table creation for dashboards.
<p>Built end to end Customer Segmentation model from scratch<br>
Libraries used KMeans and Random forest model in pyspark.ml.libraries<br>
Conducted analysis on Stock Holding Days optimization study</p>
<p>Conducted presentations related on decision making (KPIs, Sales performance, income and incentive analysis) to the board members<br>
Presented a research study on customer income lifecycle and value chain in certain industries to improve data quality<br>
Collaborate dashboard creation to monitor policy status insights in Tableau<br>
Market Basket Analysis - Apriori Algorithm applied to insurance products</p>
<p>Data collection automated with web scraping using python<br>
Built an end to end Machine learning model for Brand name Clustering using BERT<br>
Developed a income based analytic web application that will provide insightful visualizations for the clients using Django framework</p>
The AI-first Recruitment Operating System that unifies and automates the entire hiring lifecycle for modern enterprises worldwide.
Dr Job FZ LLC. 2026 © All Rights Reserved
