Data Analytics Team Lead
Resume:
Master's:
Applied Math/Statistics
West Texas State University
Canyon, Texas
Post Graduate Program:
Data Analytics
University Of Texas At Austin
Austin, TX
SQL Databases
Indightsnumpykitlearnscimapl
otlibJupyterAprAprTexas
McCombs-UT
Austin, TX
***************@*****.***
Amarillo Texas
Skills
Python, Numpy, scikit-learn,
Pandas, Tensorflow, EDA,
Linear & Logistic Regression,
Bagging & Boosting,
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MySQL Workbench, SQL
Databases, Microsoft Office
Suite, Xcel, Google
Workspace, LaTeX, HTML,
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• Skyward, Blackboard, Canvas
• Lesson Planning
• High School Math
• Common Core Math
• Calculus
• Remote or Virtual Instruction
• Digital Educational Materials
• Advanced Mathematics
• Test Preparation
• Digital Learning Platforms
• Curriculum Implementation
• Course Material Development
• Team Management
• Planning & Organizing
• Training & Development
• Data Management
Education And Training
Versatile educator with a specialization in theoretical and practical mathematics, poised to transition expertise into real estate curriculum development. Known for transforming complex concepts into engaging and accessible lessons, fostering a deep appreciation for the subject matter. Proven proficiency in developing impactful training materials and designing online lessons, demonstrating adaptability and a commitment to enhancing learning experiences. Excited to apply pedagogical skills to contribute to the dynamic field of real estate education.
Region 16 Public Schools - Math Teacher
Amarillo, Texas
08/2017 - Current
Happy Mathematician Tutoring - Math & Science Tutor Amarillo, Texas
01/2017 - Current
Texas McCombs - Completed Student Project
Austin, State
02/2023 - 06/2023
Cynthia Goforth
Summary
Experience
Amarillo, Canyon and Dumas ISD - Utilized data-driven analysis to identify areas of weakness for struggling students, resulting in a 30% increase in passing grades
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Implemented student-centered teaching strategies to improve engagement and participation, resulting in a increase in test scores across all 3 districts
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Collaborated with colleagues to develop and launch best practices for student success, including tutoring programs
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• Created and launched online lessons aligned with state standards Successfully taught Chemistry, Physics, AP Calculus, Dual Credit Algebra and Geometry with emphasis on critical thinking and learning through discovery.
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Delivered personalized lessons to high school and college students, resulting in a 100% success rate of improved grades
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Provided Tutoring services for AP Calculus AB and BC, Differential Equations, College Algebra, Algebraic Structures, Mathematical Statistics, Physics I and II, Algebra I and II, Trig, Geometry, Grades 3rd -8th Math
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Prepared students for standardized tests, ACT exams and advanced course placements.
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• Loan Default Prediction-Capstone Project -Apr, 2023
• Utilized Python, Excel and Jupyter Notebook to conduct Exploratory Data Texas McCombs - Completed Student Project
Austin, TX
11/2022 - 01/2023
Texas McCombs - Completed Student Project
Austin, TX
12/2022 - 01/2023
Amarillo ISD - Team Lead
Amarillo, Texas
01/2017 - 05/2023
Analysis
• Leveraged maplotlib, sci-kitlearn, numpy, to conduct statistical analyses Utilized Machine Learning techniques such as regression, bagging and boosting to train a model identifying defaults with 100% recall and 84% accuracy
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• Earned the highest overall grade in my cohort., -UT Austin City, State
• SQL & Databases-new Wheels Case Study -Mar 2023 May 2023
• Created a pipeline to organize and maintain data using a SQL database
• Developed Schemas, Queried with DDL
• Wrote Table Views and Functions
• MySQL Server & Workbench
• Automated Data Ingestion with Stored Procedures & Functions
• Created Business Presentation to present insights from the data
• UT Austin City, State
• Trade & Ahead -Mar 2023 Apr 2023
Analyze stock data, group by attributes provided, share indights about characteristics of each group
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• EDA, Kmeans Clustering, Hierarchical Clustering, Cluster Profiling
• Texas McCombs-UT Austin City, State
ReneWind- Model Tuning -Feb, Build various classification models, tune them and find the best one that will help identify failures so that the generator could be repaired before failing/breaking and the overall maintenance cost of the generators can be brought down
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• Up and downsampling, Regularization, Hyperparameter tuning
• UT Austin City, State
EasyVisa- Ensemble Techniques -, Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied
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EDA, Data Preprocessing, Customer Profiling, Bagging Classifiers (Bagging and Random Forest), Boosting,
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• Hyperparameter Tuning using GridsearchCV
Coordinated and led weekly data analysis meetings, utilizing student performance data to inform instruction and identify areas for targeted support, resulting in a 10% decrease in student achievement gaps
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• Designed and executed Response to Intervention (RTI) plans for struggling Vernon College - Math Instructor
Wichita Falls, Texas
01/2013 - 01/2016
Vernon College - Professor/Student Academic Advisor Wichita Falls, Texas
01/2014 - 01/2017
learners, monitoring progress through regular assessments and adapting instruction as needed, resulting in a 20% increase in overall student growth Collaborated with teachers and administratorsin to identify patterns, fine tune instruction and plan for future needs
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Streamlined planning and data collection procedures resulting in overall improvements to communication and implementation of 504 and IEP accommodations.
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Collaborated with academic advisors to create data-driven academic plans based on each student's interests and aptitudes, leading to a boost in graduation rates by 15%
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Conducted workshops on study skills and exam preparation for over 500 students, resulting in an average grade improvement of one letter grade per semester
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Successfully taught a variety of College math classes including Contemporary Math, Trig, College Algebra and Calculus
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Organized and conducted monthly study sessions for over 100 nursing students, resulting in an overall pass rate of 90% on board exams.
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Collaborated with faculty members to identify areas of improvement for the math curriculum and implemented targeted interventions.
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Developed personalized academic plans for each student based on their career goals and interests.
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• Structured assignments with clear goals and criteria for assessment. Maintained website containing schedule, syllabus, assignments and links to relevant sites.
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Lectured and communicated effectively with students from diverse backgrounds.
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Contact this candidate