Natasha De Almeida
@natashadealmeida
Aspiring data scientist with expertise in machine learning and analytics.
Sri LankaWhat I'm looking for
As an Associate Data Scientist at MAS Holdings PLC, I leverage my skills in machine learning to create predictive tools that enhance operational efficiency. My recent project involved developing a solution to predict timely delivery of sales orders, which I successfully deployed across 23 factories. This role has honed my ability to negotiate with clients and deliver impactful results.
Previously, I interned as a Network Analyst at Dialog Axiata PLC, where I worked on churn prediction and power surge detection projects. My experience includes utilizing various machine learning techniques to analyze data and present findings to engineering teams. I also interned as a Data Engineer at Axiata Digital Labs, focusing on community detection through graph clustering methods.
Experience
Work history, roles, and key accomplishments
Associate Data Scientist
MAS Holdings PLC
Jun 2023 - Present (3 years)
Currently working on a predictive tool for sales order delivery using multiple machine learning models. Responsible for deploying the solution across 23 factories and negotiating with clients for effective delivery.
Intern - Network Analyst
Dialog Axiata PLC
Jan 2023 - Jun 2023 (5 months)
Worked on projects including churn prediction using machine learning techniques, power surge detection for transformers, and customer congestion index analysis using PySpark.
Intern - Data Engineer
Axiata Digital Labs
Nov 2021 - Mar 2022 (4 months)
Conducted research for a project on graph clustering methods for community detection and worked on creating a business recommendation system by analyzing datasets.
Education
Degrees, certifications, and relevant coursework
Monash University
Masters in Applied Data Science, Data Science
2023 - 2025
Pursuing a Masters in Applied Data Science with a focus on advanced data analysis and machine learning techniques.
University of Colombo
Bachelor of Science in Data Science, Computer Science
2019 - 2022
Completed a Bachelor of Science in Computer Science with a focus on Data Science, covering programming, data analysis, and machine learning.
Musaeus College
G.C.E. A/L, Science
2015 - 2018
Completed G.C.E. A/L with subjects in Maths, Chemistry, and Physics, achieving a strong academic performance.
Musaeus College
G.C.E. O/L, General Education
2015 - 2015
Completed G.C.E. O/L with a commendable performance, obtaining 9 As across various subjects.
Availability
Location
Sri LankaAuthorized to work in
Job categories
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