Jaliya Amarasinghe Email & Phone Number | I am an experienced Data Scientist and Machine Learning Engineer with a PhD in Data Science from Griffith University. I have over five years of robust experience in algorithm development and predictive modelling across various industries. My technical proficiency spans Python, R, SQL, Power BI, Google Data Studio, and R-shiny, complemented by deep expertise in machine learning, artificial intelligence, and advanced data visualisation. During my doctoral research, I pioneered a novel ML algorithm that integrates K-nearest neighbours (KNN) and mutual information to decode consumer behaviours in housing markets—a task challenging for traditional statistical models. I also developed and refined explainable ANN and ML models to analyse and interpret the systematic effects on the land and housing markets, outperforming traditional models like hedonic regression. Professionally, I served as a Data Scientist at Linear Squared, where I spearheaded the development of ML-powered predictive models that significantly enhanced forecasting accuracy. My leadership in creating an ML-driven order scheduling tool resulted in a 10-15% cost reduction in warehouse operations for pharmaceutical products. At Yoho Bed, as the sole Data Analyst, I developed and implemented various data-driven tools and dashboards for management, marketing, and sales teams, significantly enhancing decision-making processes. My educational foundation, which includes a background in statistics and computer science, is enriched by knowledge of economics and finance through my CIMA certification. I continuously expand my expertise by taking online courses on new technologies, ensuring I remain at the forefront of data science innovations. I am a curious and motivated data scientist who wants to become a data storyteller and solve real-world problems with data science.

Jaliya Amarasinghe

I am an experienced Data Scientist and Machine Learning Engineer with a PhD in Data Science from Gri...
Mount Gravatt, Queensland, Australia

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Jaliya Amarasinghe’s Email jaliya.amarasinghe@griffith.edu.au

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Jaliya Amarasinghe’s Location Mount Gravatt, Queensland, Australia

Jaliya Amarasinghe’s Current Industry Griffith University

Jaliya Amarasinghe’s Prior Industry Algonomy | Yoho Bed | University Of Colombo | Sri Lanka Tourism Development Authority

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Work Experience

Griffith University

Research Assistant / Freelancer

2024-01-01T00:00:00.000Z - Present

Algonomy

Data Scientist

2018-12-01T00:00:00.000Z - 2019-10-01T00:00:00.000Z

Yoho Bed

Data Analyst

2017-04-01T00:00:00.000Z - 2018-11-01T00:00:00.000Z

University Of Colombo

Instructor

2017-02-01T00:00:00.000Z - 2017-04-01T00:00:00.000Z

Sri Lanka Tourism Development Authority

Intern

2015-08-01T00:00:00.000Z - 2015-10-01T00:00:00.000Z

Skills

No Skills Available

Languages

No Languages Available

FAQ About Jaliya Amarasinghe

Jaliya Amarasinghe is located at
Mount Gravatt, Queensland, Australia

Jaliya Amarasinghe is a I am an experienced Data Scientist and Machine Learning Engineer with a PhD in Data Science from Griffith University. I have over five years of robust experience in algorithm development and predictive modelling across various industries. My technical proficiency spans Python, R, SQL, Power BI, Google Data Studio, and R-shiny, complemented by deep expertise in machine learning, artificial intelligence, and advanced data visualisation. During my doctoral research, I pioneered a novel ML algorithm that integrates K-nearest neighbours (KNN) and mutual information to decode consumer behaviours in housing markets—a task challenging for traditional statistical models. I also developed and refined explainable ANN and ML models to analyse and interpret the systematic effects on the land and housing markets, outperforming traditional models like hedonic regression. Professionally, I served as a Data Scientist at Linear Squared, where I spearheaded the development of ML-powered predictive models that significantly enhanced forecasting accuracy. My leadership in creating an ML-driven order scheduling tool resulted in a 10-15% cost reduction in warehouse operations for pharmaceutical products. At Yoho Bed, as the sole Data Analyst, I developed and implemented various data-driven tools and dashboards for management, marketing, and sales teams, significantly enhancing decision-making processes. My educational foundation, which includes a background in statistics and computer science, is enriched by knowledge of economics and finance through my CIMA certification. I continuously expand my expertise by taking online courses on new technologies, ensuring I remain at the forefront of data science innovations. I am a curious and motivated data scientist who wants to become a data storyteller and solve real-world problems with data science.

Jaliya Amarasinghe currently works in the Griffith University |

No Languages Available

Jaliya Amarasinghe has prior
experience in the following industries:
Algonomy | Yoho Bed | University Of Colombo | Sri Lanka Tourism Development Authority

Jaliya Amarasinghe has the following professional experience:
Griffith University | Algonomy | Yoho Bed | University Of Colombo | Sri Lanka Tourism Development Authority