Annalisa Chong
Singapore
Summary
Dynamic bioinformatician and data scientist with a proven track record at Illumina, specializing in Python and R. Successfully led innovative projects that increased operational efficiency by 50%, while demonstrating strong team leadership and stakeholder engagement skills. Expertise in transforming complex datasets into actionable insights drives project success and stakeholder satisfaction. Passionate about leveraging data science to advance research and enhance decision-making processes.
Overview
11
11
years of professional experience
Work History
Junior Bioinformatician
Auristone
Singapore
03.2024 - 10.2024
- Automated data extraction by developing two scripts to process PDFs into a database, reducing manual workload.
- Led and mentored interns, reviewing their work and providing technical guidance.
- Debugged and optimised codebases, improving efficiency and reliability.
- Revamped the bioinformatics pipeline, reducing turnaround time by 50%.
- Streamlined data analysis workflows with structured methodologies, enhancing accuracy and efficiency.
- Improved presentation materials for internal and external stakeholders, ensuring clarity and impact.
- Led weekly BI meetings and provided direct reports to the CEO.
- Partnered with clinicians and stakeholders to refine analysis requirements and ensure data-driven decision-making.
- Applied biological domain expertise to enhance data interpretation and research outcomes.
- Collaborated cross-functionally to align project goals and meet key milestones.
- Fostered a collaborative work environment by providing support and knowledge sharing among colleagues.
Data Scientist
Illumina
Singapore
09.2022 - 03.2024
- Conducted exploratory data analysis on large datasets using SQL and Python (Pandas, NumPy, Scikit-Learn, Matplotlib).
- Designed and implemented an AI-driven image abnormality detection system to automate scanning, identify defects, and notify users.
- Applied feature selection algorithms to enhance predictive model performance.
- Developed and optimized machine learning models for predictive analytics, leveraging statistical and NLP techniques.
- Validated and refined predictive models to improve accuracy and reliability.
- Assessed machine performance rates using statistical methods.
- Automated data pipelines to streamline recurring analysis and reporting tasks.
- Built interactive dashboards in Tableau for real-time data visualization and business decision-making.
- Created a script to automate PDF header insertion, improving document processing efficiency.
- Developed and maintained internal company websites to support data accessibility.
- Extracted, cleaned, and manipulated raw data using SQL and Python.
- Designed models, algorithms, and visualisations to extract insights from large datasets.
Data Analyst
Histoindex
Singapore
12.2019 - 08.2022
- Performed biological image post-processing and quantification.
- Conducted quantitative measurements on Second Harmonic Generation/Two-Photon Excitation Fluorescence (SHG/TPEF) images.
- Managed and verified image and data validity to ensure compliance with clinical data management requirements.
- Conducted literature reviews to support research initiatives.
- Collaborated with the research team to execute data-driven projects.
- Cleaned and preprocessed data for statistical analysis.
- Applied statistical techniques using MATLAB and SPSS for data analysis.
- Developed data visualizations and presented insights to stakeholders.
- Worked closely with the BD team to understand and fulfill analytical requirements.
- Provided technical expertise in data processing and analysis.
- Communicated effectively and worked collaboratively in a multidisciplinary team.
- Managed multiple projects simultaneously with strong organizational skills.
- Contributed to various research and analysis projects, optimising data analysis workflows.
Contract Trader
Yim Financial
Singapore
05.2017 - 04.2019
- Proficient in technical analysis, risk management, and strategic decision-making.
- Managed financial accounts, consistently delivering strong performance.
- Analysed market trends to identify and capitalise on trading opportunities.
- Executed trades based on technical and fundamental analysis to optimise returns.
- Conducted in-depth market research and daily analysis of global financial markets.
- Developed and implemented risk management strategies to protect investments and minimise losses.
- Mentored junior traders, providing guidance on trading strategies and risk assessment.
- Utilized and fine-tuned in-house trading algorithms to enhance strategy execution.
- Improved algorithmic models to identify high-probability trading opportunities.
- Performed administrative tasks to support trading operations.
Cabin Crew
Singapore Airlines
Singapore
11.2013 - 01.2017
- Delivered exceptional customer service while ensuring passenger comfort and safety.
- Anticipated and addressed diverse passenger needs with professionalism.
- Maintained high standards of personal grooming while working irregular hours.
- Communicated effectively in a multicultural environment.
- Handled in-flight emergencies and ensured compliance with safety and security regulations.
- Conducted in-flight sales and assisted passengers with queries promptly.
- Provided basic first aid and managed medical emergencies with composure.
- Demonstrated strong organizational and multitasking abilities under pressure.
- Applied extensive knowledge of emergency and safety procedures.
- Maintained a track record of zero complaints and received multiple passenger compliments for outstanding service.
Education
Bachelor of Science - Mathematics
SINGAPORE UNIVERSITY OF SOCIAL SCIENCE
06.2023
Master of Science - Biomedical Data Science
NANYANG TECHNOLOGICAL UNIVERSITY
Skills
- Python
- R
- Matlab
- Unix
- Linux
- Tableau
- SQL
- MS Office
- Word
- Excel
- PowerPoint
- Outlook
- English
- Mandarin
References
References available upon request.
Timeline
Junior Bioinformatician
Auristone
03.2024 - 10.2024
Data Scientist
Illumina
09.2022 - 03.2024
Data Analyst
Histoindex
12.2019 - 08.2022
Contract Trader
Yim Financial
05.2017 - 04.2019
Cabin Crew
Singapore Airlines
11.2013 - 01.2017
Bachelor of Science - Mathematics
SINGAPORE UNIVERSITY OF SOCIAL SCIENCE
Master of Science - Biomedical Data Science
NANYANG TECHNOLOGICAL UNIVERSITY
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