Farrandi Ariya Hernando

Master of Data Science

2023 - present

University of British Columbia | Vancouver, BC

Expected to graduate in November 2024
GPA: NA
Relevant coursework: Machine Learning, Cloud Computing, and Statistics

Bachelor of Applied Science,

Engineering Physics (software engineering focus)

2018 - 2023

University of British Columbia | Vancouver, BC

GPA: 3.95

Awards: TREK Excellence Scholarship (Top 5%), Outstanding International Student ($25k), Dean's Honour List
Relevant Coursework: Software Engineering, Software Construction, Data Structures and Algorithms, Intro to Machine Learning, Intro to Computation in Engineering Design, Mathematical Proof, Probability with Physical Applications, Applied Linear Algebra, Machine Learning and Data Mining

Cambridge A Levels

2018

Binus School Serpong | Jakarta, Indonesia

A* in Math, Physics, Chemistry, and Biology

Google

06/2023 - 09/2023

Software Engineer @ Google Cloud | Seattle, WA

• Designed and implemented an end-to-end workflow to automate location management of Google Cloud database resources, reducing manual workload by 67%
• Created API endpoints for evaluating, opening, and starting the workflow, using asynchronous programming and dependency injections in Java, implementing extensive logic for validation
• Implemented extensive unit testing using mocks for external service dependencies, leading to 100% code coverage for my production code. Utilized a continuous integration testing environment for the Cloud database powering the workflow
• Identified and fixed a broken normalization procedure of Google Cloud database location management system. This involved utilizing their scaler to increase resources across various database entities

iClinic Systems Inc

05/2021 - 12/2021

Machine Learning Intern | Vancouver, Canada

• Built a Natural Language Processing (NLP) pipeline with 85% accuracy to transcribe echocardiogram reports to discrete data, eliminating manual input time thus increasing user satisfaction
• Designed and implemented an advanced Named Entity Recognition (NER) model that achieved 91% accuracy by leveraging Python, spaCy, and sci-spaCy
• Collaborated on spaCy open-source framework to support NLP model development

Software Developer Intern | Vancouver, Canada

• Transformed NLP pipeline into a user-friendly web application with user-friendly UI using Flask, HTML, and CSS
• Developed and integrated new backend features and microservices, including Parkinson's Page and Frailty Forms, using Java SpringBoot, PostgreSQL, and 4D
• Delivered customer-requested features on time, practicing test-first development in an Agile environment
• Created comprehensive technical documentation using Jira, Bitbucket, and Confluence

Ausenco

01/2020 - 04/2020

Data Scientist/ Simulation Engineer Intern | Vancouver, Canada

• Acquired a $1M project from ExxonMobil by writing a compelling proposal and creating a comprehensive databook
• Leveraged big data analytics, processing, and visualization skills to support the Exxonmobil consulting project, resulting in client satisfaction with the key decisions made
• Accelerated project timeline by 50%, completing 1500+ Java commits, applying robust mathematical and statistical skills to optimize Ausenco's simulation software

Bank Central Asia

06/2019 - 07/2019

Software Developer Intern | Jakarta, Indonesia

• Designed a mobile app UI/UX for the visually impaired in Adobe XD, following iOS/Android accessibility guidelines
• Organized and delivered a team meeting on accessibility in apps, receiving positive feedback from BCA Management and CEO

Mejakita.com

2016 - 2019

Co-Founder | Jakarta, Indonesia

• Selected by World Assessment Council (WAC) as one of 150 most impactful ed-tech-start-ups across Asia Pacific
• Co-founded and managed a team of ten to gain 30,000+ users in 200+ cities nationwide in three years
• Acquired several angel investors, raising a total of $40,000+ to add new features and improve existing ones