# Indumini J.

> Software @ Apple 🍎

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/indumini

## Work Experience
### Software Automation and Tooling Engineer @ Apple
Jan 2024 – Present | Cupertino, California, United States

### Consultant, Data and Analytics @ KPMG Canada
Jan 2023 – Jan 2023 | Ottawa, Ontario, Canada
- Advisory Consultant in Governance, Risk and Compliance Services (GRCS) Data and Analytics Team

### Data Scientist @ Government of Canada
Jan 2021 – Jan 2021 | Ottawa - Remote
• Trained JohnSnowLabs Sentiment Analysis model (87% accuracy) and researched other models
(HuggingFace, VADER, TextBlob, Flair)
        – pandas, numpy, pyspark, sparknlp, matplotlib, sklearn
• Explored and replicated studies/research in Sentiment Analysis
• Data pre-processing/cleaning, creating sample datasets, implementing model with Spark
• Observed model performance using Multi-class Classification Metrics (Precision, Recall,
F1-Score), and confusion matrices
• Presented results to technical peers, product owners, analysts as well as non-technical audiences

### Technical Mentor @ Technovation Challenge
Jan 2021 – Jan 2021 | Ottawa, Ontario, Canada
•	Mentored a team of elementary school girls in solving a global issue with the creation of an app
•	Coordinate meetings and set achievable goals with internal deadlines to ensure success
•	Supported students through business modeling, problem-solving, decision making, 
market analyses as well as the programming of the app using web program Thunkable. 
•	Provided the team with motivation and gave constructive feedback
•	Served as a positive role model by answering questions, giving advice and providing positive feedback.

### Data Scientist @ Government of Canada
Jan 2020 – Jan 2020 | Ottawa - Remote
•	Research data analysis
•	Explore TensorFlow basics
•	Develop data visualization tools using Angular with SQL and Livy
•	Analyze and document system maintenance
•	Attended stand ups, weekly SCRUM meetings, tracked tasks on JIRA

### UX Developer @ Government of Canada
Jan 2020 – Jan 2020 | Ottawa - Remote
•	Work with a team in remote (work from home) environment
•	Develop service gateway portal using MS Dynamics 365
•	Create and design appropriate and effective user interface for application
•	Create business workflow and user stories/journeys
•	UX/UI Interface design
•	Produce style guides and web/CSS specification for the site
•	Design mock-ups and wireframes

### Digital Youth Advisory Committee Member @ Treasury Board of Canada Secretariat | Secrétariat du Conseil du Trésor du Canada
Jan 2017 – Jan 2019 | Ottawa, Canada Area

### Administrative Assistant @ Government of Canada
Jan 2019 – Jan 2019
•	Doing administrative and clerical tasks 
•	Preparing and editing letters, reports, memos, and emails
•	Arranging meetings, appointments, and executive travel
•	Maintaining folders on servers
•	Recording meeting minutes
•	Workload Management in Excel


## Education
### Master's degree in Data Science
UC San Diego
Jan 2023 – Jan 2025

### Bachelor of Cognitive Science
Carleton University
Jan 2018 – Jan 2022


## Contact & Social
- LinkedIn: https://linkedin.com/in/induminijayakody

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Source: https://flows.cv/indumini
JSON Resume: https://flows.cv/indumini/resume.json
Last updated: 2026-03-22