Experience

Trusting Pixels Inc.

• Canada
• Software Development
• 1 - 100 Employee

• Data Scientist (Contract)

  • May 2023 - Jun 2023

  - Saved 1.4k hours minimizing the scope for 4 models by creating 7 CNN models and comparing structural layers using Python - Used 1/7 budget (3k/20k), 1/4 ahead of schedule (2 weeks/2 months) to deliver a video retouch detection pipeline - Developed a 90+% accuracy video retouch detection model with a recall score of ~ 1 (produces no false negatives) by using AWS SageMaker and CNN machine learning model - Extract, Transform, Load (ETL) 200M images into 8 datasets using AWS and Python - Visualized video detection process (facial features of detection, retouch or not) and presented to managers, clients - Prepared final, weekly progress reports and presented to managers, data scientists and data analysts Show less



Forbest Academy

• Canada
• E-Learning Providers
• 1 - 100 Employee

• Data Analyst

  • May 2019 - Aug 2022

  - Generated $220k, increased 79% enrollment (30 to 140) by analyzing customers’ segmentation data collected based on 12 parameters (academic performance, income level, budget, age, subject preference, etc.) - Determined the top 5 critical factors for most profitable customers (budget, income level, parents’ career, etc.) using regression - Extract, Transform, Load (ETL) 220 lecture videos, and 1200 articles into 6 categories (click rate, subject, type, etc.) using Excel - Visualize 36 customer segments and preferences on a dashboard using Python - Led a team of 3 to define project scope, objectives, and deliverables (program, competitor and marketing analysis, success metrics, reports, dashboards, etc.) Show less