Open to opportunities

Angela Jacinto

@angelajacinto

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Data scientist with expertise in machine learning and data analysis.

Australia

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can apply my data science skills to solve complex problems and contribute to impactful projects.

I am a dedicated data scientist with a Master of Data Science from the University of Western Australia and a Bachelor of Science in Business Administration from the University of Asia and the Pacific. My journey in data science has been marked by significant achievements, including receiving the Best Research Award at Google Research Perth for my work on multi-modal document analysis. I successfully demonstrated the efficiency of neural network-based classifiers, achieving 100% accuracy in specific tests, and presented my findings to esteemed audiences.

My professional experience includes developing a real-time resource allocation system prototype for the WA Police Force Hackathon, where I utilized Python and Google Maps API to optimize emergency response. Additionally, I have designed a comprehensive data warehouse for Olympic Analytics using PostgreSQL and Python ETL processes, enabling complex multidimensional analysis. I am passionate about leveraging data to drive strategic decision-making and enhance operational efficiency.

Experience

Work history, roles, and key accomplishments

Machine Learning Researcher

Freelance

Jun 2023 - Jul 2023 (1 month)

Developed and evaluated models for Aspect-Based Sentiment Analysis using Bi-LSTM networks, optimizing performance through hyperparameter tuning and advanced NLP techniques.

TensorFlow PyTorch NLP Bi LSTM

Data Warehouse Designer

Freelance

May 2023 - Jun 2023 (1 month)

Designed a comprehensive data warehouse using PostgreSQL and Python ETL processes, implementing a star schema for multidimensional analysis and creating visualizations with Power BI.

PostgreSQL ETL Processes Data Warehouse Power BI Data Visualization

Data Analyst

GHD Advisory

Apr 2023 - May 2023 (1 month)

Developed a structured approach to client advisory projects, creating data-driven recommendations and delivering professional presentations of analytical findings.

Data Analysis Excel Advisory Presentation Skills Data Visualization

Machine Learning Trainee

Amazon AWS

Mar 2023 - Apr 2023 (1 month)

Completed an intensive machine learning course with Amazon Scientists, gaining expertise in advanced ML technologies and techniques.

Machine Learning AWS Data Analysis Python Statistical Modeling

Data Engineer

WA Police Force

Feb 2023 - Mar 2023 (1 month)

Developed a real-time resource allocation system prototype using Python and Google Maps API, implementing multi-objective optimization algorithms and creating a Streamlit dashboard for emergency response monitoring.

Python Google Maps Optimization Streamlit Real Time Systems

Data Scientist Intern

Google Research Perth

Jan 2023 - Feb 2023 (1 month)

Conducted research on neural network-based multimodal classifiers for document layout recognition, achieving 100% accuracy in specific tests. Presented findings to diverse audiences, including industry representatives and academic faculty.

Python Neural Networks Presentation Skills Research Methodology