Instructional Designer Machine Learning

Christine Egan

Experienced in Data Strategy Instructional Design Expert Data-Driven Learning Development Professional Tampa, Florida 516-***-**** *******@*********-****.*** PROFILE SUMMARY

Versatile and forward-thinking professional with a unique blend of analytical insight and instructional creativity. Adept at building transformative learning experiences that bridge the gap between complex technical concepts and real-world application. Passionate about fostering learner engagement through thoughtful design, clear communication, and human-centered strategy. Brings a proven track record of enhancing performance outcomes by leading cross-functional collaboration, driving continuous improvement, and aligning education with evolving organizational goals. Recognized for clarity of vision, precision in execution, and an enduring commitment to growth for individuals, teams, and systems. CORE SKILLS

Python Bash SQL Git Linux Data Analysis Data Modeling Data Visualization SQL Reporting Power BI Tableau Instructional Design Curriculum Development LMS Platforms E-learning Development Learner Engagement Technical Writing

Databricks Microsoft Office Suite SharePoint Power Automate Adobe Premiere Pro Adobe Audition Adobe Photoshop Cross-functional Collaboration Cloud Infrastructure Project Coordination Automation Tools PROFESSIONAL EXPERIENCE

Technical Learning and Development Consultant March 2024 – Present Analytica LLC

• Conducted training needs assessments using Kirkpatrick’s Scale to align curriculum with business goals and performance metrics.

• Designed Databricks-based enterprise training curriculum using SAM model, Bloom's Taxonomy, & backward design methods.

• Developed 9 modular learning assets with technical procedures, system overviews, & interactive instructional content for users

• Facilitated virtual training sessions and provided continuous support to ensure technical knowledge transfer and user adoption. Key Accomplishments:

Produced and edited 50+ technical training videos with real-time demonstrations tailored to end-user and business needs.

Enhanced user onboarding success by integrating performance-based learning strategies directly aligned with enterprise- wide data systems.

Senior Data Science Curriculum Developer Oct 2022 – Dec 2023 Flatiron School

• Designed end-to-end technical training content for machine learning and generative AI, including e-learning and workshops.

• Collaborated with engineering and product teams to create engaging learning modules using Python, Bash, and SQL.

• Developed structured curriculum roadmaps from customer feedback and data insights to align learning paths with user needs.

• Applied generative AI tools to streamline workflows and improve content production efficiency across cross-functional teams. Key Accomplishments:

Achieved a 90% average CSAT score by delivering advanced courses in generative AI and machine learning technologies.

Reduced project timelines by 20% through task analysis, effective collaboration, and optimized development processes. Data Analyst Aug 2021 – Oct 2022

ASR Analytics, LLC

• Collected and compiled datasets from diverse sources including internal systems, vendor platforms, and survey data to guide strategic decision-making.

• Cleaned and validated raw data by removing inconsistencies, duplicates, and anomalies to ensure quality, accuracy, and integrity in analytics outputs.

• Designed and deployed a scalable data pipeline integrating a pre-trained LLM with Python and spaCy to optimize entity recognition efficiency.

• Analyzed complex datasets and presented actionable insights through reports and dashboards, supporting stakeholders in making data-driven business decisions.

Key Accomplishments:

Accelerated data processing speed by 40% by integrating NLP-based automation into the entity recognition pipeline.

Secured contract renewal in 8 months by converting analytics into strategic insights for key stakeholders. EDUCATION

Certificate of Completion in Data Science May 2020 – April 2021 Flatiron School – New York, NY

Relevant Coursework: Python, SQL, APIs, Databases, Data Processing, Data Visualization, Exploratory Data Analysis, Machine Learning Algorithms, Artificial Intelligence, Natural Language Processing, ETL Pipelines, Scikit-Learn, Generative AI Bachelor of Arts in Linguistics January 2015 – May 2019 Stony Brook University – Stony Brook, NY GPA: 3.55 Relevant Coursework: Computational Linguistics, Natural Language Processing, Python, Generative AI, Data Analysis, Pragmatics, Semantics, Syntax, Morphology, Symbolic Logic, Philosophy of Language, Philosophy of Mind CERTIFICATIONS

Notary Public – State of Florida

Issued: November 2023 Expires: October 2027

PROJECTS

Python Projects

Published on GitHub: github.com/christine-egan42

Creating Synthetic Data with Faker: bit.ly/github-syn-data Developed a Python script that generates realistic synthetic datasets to support machine learning models for sensitive data environments.

Technical Writing Samples & Articles

Published on Medium: medium.com/@christineegan42

Python & Pandas 101: bit.ly/python-pandas-101

Social Network Analysis with Python: bit.ly/sna-with-python-course

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