Open to opportunities

Christine Bittle

@christinebittle

Developer and data pipelines specialist connecting business operations, integrations, and analytics for e-commerce and logistics.

Canada

Message

What I'm looking for

I seek roles building robust data integrations and dashboards in collaborative teams, focusing on automation, clear documentation, and operational impact.

I am a developer and data-pipeline specialist who builds reliable integrations and operational reporting systems for e-commerce and logistics. I design ETL processes, synchronization scripts, and diagnostic interfaces to maintain data integrity across platforms.

As a founder and practitioner, I have led integrations with SAP, Shopify, Salesforce, and multiple 3PL systems, consolidated multi-source order streams, and created dashboards for proactive error reporting and business insights.

In academia and teaching, I develop curriculum and deliver courses in C# ASP.NET, Database Design, Database Development, Project Planning, and JavaScript, while concurrently advancing technical expertise through MITx Statistics and Data Science studies.

I focus on clear documentation, automated and manual testing, cross-team coordination, and building extensible, multilingual data models and features that reduce errors, increase automation, and support operational decision-making.

Experience

Work history, roles, and key accomplishments

Current

Student, MicroMasters

Current

MITx

Jan 2024 - Present (2 years)

Completed advanced coursework in probability, machine learning, and statistical modeling, building reusable codebases for probabilistic models, time series, image recognition, and network analysis with strong performance in projects and peer review.

Machine Learning Probability Statistical Modeling Python Pandas scikit learn Time Series Data Analysis

Partial Load Faculty

Humber Polytechnic

Jan 2018 - Sep 2025 (7 years 8 months)

Designed and delivered web development curriculum including C# ASP.NET, Database Design, and JavaScript; audited student code and guided learners to build production-ready relational CMS platforms. Created assessments, rubrics, and detailed project milestones to improve student outcomes.

Curriculum Development C++ASP.NET Database Design JavaScript Code Review Assessment Design

Founder, Data Pipelines

Bittsized Inc.

Jan 2021 - Dec 2024 (3 years 11 months)

Built and integrated data pipelines and diagnostic interfaces connecting Shopify, SAP, and Salesforce, automating ETL processes and error-reporting dashboards to reconcile financial and inventory records. Consolidated multi-source orders and optimized 3PL routing to meet retailer SLAs.

ETL Data Integration SAP Salesforce Python SQL 3PL

Founder, Web Developer

Bitts Development

Jan 2016 - Dec 2021 (5 years 11 months)

Built and maintained web applications for clients across e-commerce, retail, and events; prototyped IoT and AR/VR experiments and participated in hackathons to validate new product concepts. Delivered full-stack solutions and client-facing prototypes.

Full Stack PHP JavaScript MySQL WordPress Prototyping IoT AR VR

Junior Full Stack Developer

Antradar

Jan 2014 - Dec 2015 (1 year 11 months)

Developed full-stack features for Gyroscope applications across manufacturing, fashion, and advertising; contributed to estimations and delivered project objectives on schedule. Implemented backend and frontend components and supported deployments.

Full Stack PHP JavaScript SQL Git HTML5 CSS

Junior Full Stack Developer

Hubnest

Jan 2013 - Dec 2014 (1 year 11 months)

Implemented full-stack features for WordPress-based sites in education, finance, and advertising and supported timely delivery of client projects. Performed development, testing, and maintenance of site features.

WordPress PHP JavaScript MySQL CSS HTML5 Testing Client Delivery

Education

Degrees, certifications, and relevant coursework

MITx (Massachusetts Institute of Technology) MicroMasters in Statistics and Data Science

MicroMasters, Statistics and Data Science

2024 -

Activities and societies: Completed 6.431x Probability, 6.86x Machine Learning with Python, and 6.419x Data Analysis courses.

Enrolled in the MITx MicroMasters program in Statistics and Data Science with completed courses in probability, machine learning, and data analysis; scheduled to complete August 2026.

Humber Polytechnic

Graduate Certificate, Web Design and Development

2017 - 2017

Grade: Honours

Completed a Graduate Certificate in Web Design, Development, and Maintenance with honours, focusing on web development practices and course design.

University of Waterloo

Bachelor of Mathematics (partially completed), Mathematics

2013 - 2015

Pursued a Bachelor of Mathematics program with partial completion; later demonstrated equivalent experience through professional work and graduate-level studies.