Jenni Colin
Data Scientist
Joplin,MO
Summary
Dynamic Machine Learning Engineer with a proven track record at Honeywell, specializing in model development and data analytics. Expert in natural language processing and feature engineering, I drive impactful solutions that enhance customer targeting. Adept at collaborating with cross-functional teams, I deliver actionable insights and optimize performance through innovative techniques.
Overview
26
26
years of professional experience
Work History
Machine Learning Engineer
BlackSpoke
01.2018 - Current
- Constructed and maintained batch and real-time scalable machine learning pipelines.
- Solved classification, regression, and clustering problems using deep learning, natural language processing, and traditional techniques.
- Worked together with software engineers to use cloud services and APIs to incorporate models into operational systems.
- Enhanced model performance by data preprocessing, feature engineering, and hyperparameter adjustment.
- Deployment models were observed for bias, drift, and deterioration in performance.
- Participated in team knowledge-sharing meetings, code reviews, and documentation
Senior Data Sceintist
Honeywell
02.2007 - 12.2017
- Machine learning models were created and implemented to improve customer targeting and corporate operations.
- Analyzed both structured and unstructured data from various sources to lead data-driven projects.
- Worked in cross-functional teams to convert technological solutions into commercial demands.
- Created statistical models and A/B testing to gauge the success of the campaign.
- Supervised project development pipelines and provided mentoring to novice data scientists.
- Executive reports and interactive dashboards were used to give stakeholders actionable knowledge.
Software Engineer
CACI
06.2000 - 12.2006
- Using contemporary programming languages and frameworks, scalable software applications were designed, created, and maintained.
- Product managers, UX designers, and other cross-functional teams worked together to specify software needs and provide solutions.
- Followed coding standards and industry best practices to write clear, effective, and well-documented code.
- Debugging, unit testing, and code reviews were carried out to guarantee the performance and quality of the product.
- Included third-party tools and APIs to improve the compatibility and usefulness of applications.
- Took part in sprint planning, retrospectives, and continuous improvement initiatives as part of Agile/Scrum development processes.
Education
Master of Science - Data Science
05-2000
Bachelor of Science - Data Science
05-1997
Skills
Optimization techniques
,Feature engineering
,Machine learning integration
,Machine learning
,Data analytics
,Model development
,Natural language processing
Icon
https://assets.zety.com/configservice/icons/general-16-white.svg
Languages
English
Languages
5
Hobbies and Interests
- Virtual Reality
- Supporting STEM education initiatives and mentorship programs.
- App Development
- Coding and Programming
- Artificial Intelligence (AI) and Machine Learning
Coding Languages
- SQL
- C++
- Python
- Javascript
- Typescript
- C
Timeline
Machine Learning Engineer - BlackSpoke
01.2018 - Current
Senior Data Sceintist - Honeywell
02.2007 - 12.2017
Software Engineer - CACI
06.2000 - 12.2006
Missouri State University - Master of Science, Data Science
University of Missouri - Bachelor of Science, Data Science