Scott Gangloff

Scott Gangloff

Data Scientist
United States of America

نبذة عني

Seasoned Data Scientist at IBM specializing in full-stack development, machine learning, and data analytics. Highly adaptable with a relentless drive for continual learning and skill refinement. Known for dedicating pers…

الخبرة

Data Scientist

IBM
Sep 2021 - حتى الآن · 4 سنوات 10 أشهر

Manage Big Data Applications for global network traffic analysis. Works with Python, JavaScript, Machine Learning, Pandas, Numpy, Docker, etc. Looking for senior machine learning engineer or data science role.

Data Scientist

IBM, Research Triangle Park, NC
Aug 2021 - حتى الآن · 4 سنوات 11 أشهر

Serving as a Data Scientist on IBM's Research Triangle Park Global Networking team.
Leading the offering ownership of Data Analytics and Automated Configurations, focusing on crafting and executing data analytics solutions and automating configuration processes.
Developing and sustaining big data applications and interactive web dashboards that bolster data-driven decision-making and device management for network engineers at IBM and AT&T.
Pioneered advanced analytics and machine learning techniques on network data to foresee anomalies and potential security risks in networking traffic.
Automated network device configurations across IBM's global sites using Python, Ansible, Red Hat AAP, Kubernetes, and Docker, resulting in an 85% reduction in configuration time and a threefold boost in network deployment efficiency.
Established a change management system for logging and ticketing network configuration changes, significantly improving transparency, accountability, and traceability in network change processes.

Student Research Intern

LANDER UNIVERSITY, Greenwood, SC
Jun 2020 - May 2021 · 11 أشهر

Managed the creation of bespoke data anonymizing software for Lander University's administrative systems.
Engineered a secure data-sharing tool for cross-departmental use and student researchers, ensuring the confidentiality of sensitive information.
Led the development of a machine learning model to predict student retention rates at Lander University.
Designed interactive data visualizations using Microsoft's PowerBI to translate complex datasets into comprehensible insights.
Delivered a standalone application that gave Lander University administrators critical insights to enhance student support and engagement initiatives.
Equipped decision-makers with clear, actionable insights through compelling data visualizations, leading to informed strategic choices.

المهارات

بايثون (لغة برمجة) تعلم الآلة Java JavaScript Shell Swift SQL Pandas NumPy SciPy PySpark PowerBI TensorFlow PyTorch Microsoft PowerBI Docker Kubernetes Full-stack development Data Analytics Big Data Applications Interactive Web Dashboards Advanced analytics Network Device Configurations Change Management Systems Data Anonymizing Software Machine Learning Prediction Models Ansible Red Hat AAP
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