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Rayan Yassminh

Rayan Yassminh

Data Scientist

women in data | United States

Technologies

My Portfolio Highlights

My New Course

Introduction to SQL

Unleashing the magic of data, one algorithm at a time.

My Work

Take a look at my latest work.

course

Data Manipulation with pandas

course

Introduction to SQL

course

Joining Data in SQL

notebook

Clustering Time Series : Analysis of Housing Prices in Bexar County, TX from 1996 to 2020 | by Rayan Yassminh | Medium

Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Alamo Colleges | Jun 2024 - Present

Senior Statistical Specialist

N/A

Freelance | Dec 2022 - Present

Data Scientist

Client collaboration : Engaging with clients to define project goals and scope. Data processing : Collecting, cleaning, and exploring datasets for analysis. Model development : Building and refining machine learning models. Results communication : Interpreting and presenting insights to clients. Continuous improvement : Staying updated and iterating for optimal results. Providing post-project support, including assistance with model deployment, interpretation of ongoing results, and addressing any questions. Led data collection and analysis for organizational decision-making, resulting in 15% increase in efficiency and improved user experience. developing a cutting-edge computer vision algorithm, improving accuracy by 20% and saving 100+ hours in manual data labeling.
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Self-employed | Oct 2022 - Present

Project-based Technical Writer

Developing the ability to communicate complex technical concepts clearly and concisely through written documentation. Conducting thorough research to gather information and ensure accuracy in technical documentation. Working closely with subject matter experts, engineers, and other stakeholders to gather information and create comprehensive documentation. Refining written content to ensure clarity, consistency, and adherence to style guidelines. Managing multiple documentation projects simultaneously, prioritizing tasks, and meeting deadlines effectively. Understanding the needs and perspectives of users to create documentation that is user-friendly and meets their requirements. Staying updated on industry trends, new technologies, and best practices in technical writing to improve skills and enhance documentation quality. Revolutionized ML solution maturity & built end-to-end AI business packages; boosted competitive advantage by 20%.

Data Glacier | Aug 2022 - Dec 2022

Data Science

Implemented advanced techniques for data ingestion and wrangling, leading to 25% higher data accuracy and faster data retrieval. Performed feature engineering by transforming raw data into features that can be used by ML algorithms. Analyzed large datasets to uncover insights, trends, and patterns using Python, SQL, Tableau, PowerBI. Implemented supervised and unsupervised learning algorithms for classification tasks, clustering, and anomaly detection. Designed end-to-end ML business solutions for multi-modal orchestration, creating competitive advantage.

University of Missouri-Columbia | Aug 2011 - Jan 2021

Researcher

Successfully conducted extensive research and data analysis to identify trends and patterns. Worked autonomously or collaborated as part of global research team. Collaborated with senior researchers in design, testing, and reporting of research projects. Working in group's Conducting field work and maintaining Instrumentations Leading group's Remote sensing and GIS Linux, Windows, Matlab, C, Python, Shell Programing Presenting projects in conferences and for public Creating SQL queries to extract data from multiple sources for reporting purposes and research purposes. Generating reports and graphs based on complex datasets. Providing technical support Creating reports, and dashboards Successfully authored and published two substantial projects as scientific papers in esteemed journals, contributing valuable insights to the respective fields. These publications showcase my dedication to rigorous research and my ability to communicate complex findings in high-impact outlets.

University of Missouri-Columbia | Aug 2015 - Jun 2017

Teaching Assistant

Developing the ability to effectively convey complex concepts to students through lectures and presentations. Enhancing my communication skills through interactions with students and providing feedback on assignments. Assisting the professor in managing the classroom environment and facilitating discussions. Addressing challenges that arise in the classroom and finding solutions to ensure effective learning. Balancing my responsibilities as a teaching assistant with my own coursework and personal commitments. Teaching small and big classes. Developed and delivered engaging lesson plans, resulting in a 25% increase in student participation and a 95% pass rate.

Seismic Network /Earthquake Research Center | Jan 2001 - Jul 2011

Geologist/Geophysicist/ Seismologist

N/A

My Education

Take a look at my formal education

Data Science on Cloud with AWS Great Learning | 2023
Post Graduate degree , Al Deep Learning in AIThe University of Texas at Austin | 2023
Post Graduate Program , Data Science and Business Analytics  · (DecemberThe University of Texas at Austin | 2022
Doctor of Philosophy (PhD), Geophysics and Seismology  · (FebruaryUniversity of Missouri-Columbia | 2019
Master's degree, Geology/Earth ScienceUniversity of Missouri-Columbia | 2013

About Me

Rayan Yassminh

As a data scientist, I bring a robust computation, mathematics, and physics foundation. My proficiency lies in machine learning, data analytics, predictive modeling, and AI, where I excel in crafting sophisticated machine learning and deep learning

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