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SABRINA NG

@sabrinang

I build data-driven analytics and real-time AI translation platforms that improve business decisions and multilingual communication.

Canada

Message

What I'm looking for

I'm looking to build scalable data, AI, and analytics products where I can lead cross-functional delivery, turn complex data into business decisions, and improve accessibility through practical technology.

I founded a real-time video-call translation platform at 15677122 Canada Inc., building low-latency multilingual audio and video experiences with speech-to-text, translation, voice cloning, captions, and sign-language overlays. I led four engineers and UX designers, deployed scalable microservices across AWS and Google Cloud Run, and reduced CPU use by 30% and per-call costs by 25%.

Previously, at Data Tech Consulting Service Inc., I turned business requirements into analytics solutions, built Tableau KPI dashboards, conducted MySQL analysis, and developed machine-learning models for housing-price prediction. My work combines SQL, Python, data visualization, market research, and cross-functional collaboration to deliver actionable business insights.

Experience

Work history, roles, and key accomplishments

Current

Founder

Current

15677122 Canada Inc

Jan 2024 - Present (2 years 9 months)

Designed and implemented a real-time video call translation platform using WebRTC-based SDKs, integrating STT, translation, and TTS systems. Led a cross-functional team, managed Agile sprints, and secured seed funding.

WebRTC Agora Daily.Co AWS EC2 AWS ECS Lambda Google Cloud Run Stripe API Supabase OpenCV TensorFlow GitHub Actions Agile CI CD A B Testing Market Research

Data Analyst

Data Tech Consulting Service Inc.

Jan 2021 - Dec 2022 (1 year 11 months)

Built machine learning models to predict house prices and created 10+ Tableau dashboards for KPIs. Conducted ad-hoc analyses using MySQL and presented insights to executive teams.

Python Pandas Machine Learning Tableau MySQL Data Analysis Business Requirements Data Visualization KPI Reporting

Database Analysis (SQL)

PropTech Institute

Mar 2021 - Apr 2021 (1 month)

Delivered expertise to facilitate a property tech non-profit in Hong Kong, establishing a data aggregation system. Performed SQL operations including data retrieval, cleaning, and aggregation.

SQL Data Aggregation Data Cleaning

Web Scraping: Stock Price Analysis

Western University Ontario

Sep 2020 - Apr 2021 (7 months)

Performed data cleaning for 5M+ data and completed ETL processes with Python and BeautifulSoup. Trained machine learning models to predict stock prices and visualized trends with matplotlib and plotly.

Python BeautifulSoup ETL Machine Learning Linear Regression SVM Decision Trees Random Forest Matplotlib Plotly Hypothesis Testing

Project Manager

Drone Energy Optimization Systems

Led advanced modeling initiatives for renewable energy applications, including design and deployment of solar-reflective mirrors for drone flight energy support. Managed cross-functional teams and delivered comprehensive reports for regulatory approvals.

GIS ArcGIS QGIS Python Geopandas PyOpt Project Management Cross functional Leadership

Education

Degrees, certifications, and relevant coursework

Western University

Bachelor of Arts, Applied Mathematics and Political Science

2016 - 2021

Pursued a Bachelor of Arts degree in Applied Mathematics and Political Science at Western University, London, Ontario, from 2016 to 2021. Recipient of the Ontario's Huron International Scholarship Award.