Yi Sen Ooi
Business Architecture Analyst
Subang Jaya
Summary
AI-driven Computer Science graduate with expertise in Python, machine learning, and generative AI. Skilled in integrating APIs, and optimizing workflows using Agile methodologies. Proven track record of delivering impactful solutions, including a 20% productivity boost through platform customization, 30% system downtime reduction via proactive enhancements, and improving onboarding efficiency by 25% through effective training. Passionate about leveraging generative AI in business intelligence, and developing innovative AI-driven solutions for real-world challenges.
Overview
3
3
years of professional experience
4
4
years of post-secondary education
12
12
Certificates
5
5
Languages
Work History
Business Architecture Analyst
Accenture
01.2024 - Current
- Led customization of Sales Force Automation (SFA) and Distributor Management System (DMS) platforms for FMCG clients, increasing user productivity by 20% through streamlined workflows.
- Spearheaded end-to-end data integration using SQL, achieving 100% accuracy in data mapping for client reporting.
- Reduced system downtime by 30% by implementing proactive bug fixes and stability enhancements.
- Managed change requests by prioritizing and implementing updates, reducing processing time by 15% via optimized workflows.
- Delivered training to distributors across regions, boosting onboarding efficiency by 25%.
- Collaborated with cross-functional Agile teams during system go-lives, ensuring 100% on-time delivery using Azure DevOps for sprint tracking.
- Improved internal knowledge sharing by developing comprehensive documentation outlining standard operating procedures for various tasks.
RESEARCH ASSISTANT
Monash University
08.2022 - 02.2023
- Conducted machine learning techniques for analyzing stroke occurrences in Malaysia
- Utilized spatial analytics to identify patterns and correlations in data
- Collaborated with a multidisciplinary team to derive actionable insights from findings
- Organized research materials, maintaining a well-ordered workspace conducive to productivity.
- Contributed to the publication of research articles in peer-reviewed journals, showcasing expertise in various topics.
Application Developer (Internship)
BCS Soft Sdn Bhd
11.2021 - 02.2022
- Integrated Shopee and Lazada APIs using JavaScript, enhancing platform connectivity and reducing sync errors by 10%.
- Customized API features to align with client requirements, ensuring seamless data flow for e-commerce operations.
- Supported Agile development cycles, contributing to code reviews and unit testing for platform adaptations.
- Maintained up-to-date technical knowledge, staying informed on industry trends and best practices for application development.
- Reduced software bugs by conducting thorough testing and debugging procedures.
Education
Bachelor of Science - Advanced Computer Science
MONASH UNIVERSITY
Subang Jaya, Selangor, Malaysia 03.2020 - 11.2023
MONASH UNIVERSITY FOUNDATION YEAR -
SUNWAY COLLEGE
Subang Jaya, Selangor, Malaysia 01.2019 - 12.2019
IGCSE -
ACE EdVenture
Subang Jaya, Selangor, Malaysia 01.2015 - 12.2018
Skills
Programming Languages: Python, Java, JavaScript, Nodejs (Beginner), C, C#, Haskell (Beginner), SQL, HTML/CSS, Bash (Beginner)
ML & AI Frameworks: Scikit-learn, TensorFlow, PyTorch, OpenAI API (GPT-3/4 integration, DALLE), Backtrader
Generative AI: Prompt engineering for text generation, fine-tuning GPT models, Stable Diffusion (exploratory)
Data Science & NLP Tools: Pandas, NumPy, Matplotlib, Seaborn, NetworkX, NLTK, SpaCy, VADER, Gensim (LDA), TfidfVectorizer, CountVectorizer, Word Cloud
DevOps Tools: Git, Azure DevOps
Cloud & Platforms: Azure (DevOps, Hosting), AWS (Beginner)
Dev Tools: Visual Studio Code, Jupyter Notebooks, Curl, JSON, Tortoise Git
Databases: Azure SQL, MySQL, SQL Server, SSMS, SSIS
Methodologies: Agile (Scrum, Kanban), Waterfall, Change Request Management, Unit Testing, Code Reviews, Post-Deployment Monitoring
Collaboration: Coordinated cross-functional teams for seamless system go-lives, achieving 100% on-time delivery
Problem-Solving: Reduced system downtime by 30% through proactive debugging and optimization
Communication: Delivered distributor training, improving onboarding efficiency by 25%
Adaptability: Rapidly learned Python basics to support API integration tasks
Certification
AWS Essentials, Udemy, 2023
Timeline
Business Architecture Analyst
Accenture
01.2024 - Current
RESEARCH ASSISTANT
Monash University
08.2022 - 02.2023
Application Developer (Internship)
BCS Soft Sdn Bhd
11.2021 - 02.2022
Bachelor of Science - Advanced Computer Science
MONASH UNIVERSITY
03.2020 - 11.2023
MONASH UNIVERSITY FOUNDATION YEAR -
SUNWAY COLLEGE
01.2019 - 12.2019
IGCSE -
ACE EdVenture
01.2015 - 12.2018
Languages
English
Native or Bilingual
Mandarin
Native or Bilingual
Malay
Native or Bilingual
Hokkien
Limited Working
Cantonese
Elementary