ALY ASHER

ALY ASHER

Senior Data Scientist
USA
English
Contract Remote

نبذة عني

Senior Data Scientist with 10+ years of experience applying machine learning, statistical analysis, data engineering, and advanced analytics techniques to solve complex business problems. Experienced developing predictiv…

الخبرة

Senior Data Scientist / AI Data Platform Engineer

EPAM Technology · Remote, United States
Sep 2022 - حتى الآن · 4 سنوات 1 شهر

<p>Developed machine learning and analytics solutions using Python, SQL, and distributed computing technologies to support business decisions.</p><p> Analyzed large and complex datasets to identify patterns, trends, and actionable insights.</p><p> Built predictive analytics workflows, feature engineering pipelines, and model-ready datasets for machine learning applications.</p><p> Designed scalable data processing solutions using Python, SQL, Spark, Databricks, and cloud data platforms.</p><p> Performed exploratory data analysis and statistical analysis to evaluate business problems and improve decision-making.</p><p> Developed data validation processes to improve accuracy, reliability, and consistency of analytical datasets.</p><p> Created analytical datasets and visualizations to communicate findings to technical and non-technical stakeholders.</p><p> Collaborated with engineering, product, analytics, and business teams to translate requirements into data-driven solutions.</p><p> Improved analytical workflows through automation, reusable data pipelines, and scalable processing approaches.</p><p> Supported best practices around data quality, documentation, experimentation, and machine learning workflows.</p>

Data Scientist / Machine Learning Engineer

Rackspace Technology · Remote, United States
May 2018 - Aug 2022 · 4 سنوات 3 أشهر

<p>Developed machine learning and analytics solutions using Python, SQL, Spark, and cloud-based data platforms.</p><p> Performed data analysis on large datasets to identify trends, relationships, and opportunities for improvement.</p><p> Built predictive models and analytical workflows supporting business and operational use cases.</p><p> Developed feature engineering pipelines and structured datasets for machine learning applications.</p><p> Created data processing workflows using Spark and distributed computing technologies.</p><p> Built reporting datasets and dashboards supporting analytical decision-making.</p><p> Implemented data quality checks, validation processes, and monitoring for analytical solutions.</p><p> Collaborated with data engineers, analysts, and business teams to deliver production-ready solutions.</p><p> Supported model evaluation, performance analysis, and continuous improvement initiatives.</p>

Data Analyst / Data Engineer

Effectual · United States
Nov 2015 - Apr 2018 · 2 سنوات 5 أشهر

<p>Developed SQL and Python-based data solutions supporting analytics and reporting initiatives.</p><p> Prepared, transformed, and validated datasets for analytical applications.</p><p> Built ETL workflows integrating data from multiple enterprise sources.</p><p> Created analytical datasets supporting business reporting and operational insights.</p><p> Developed automation scripts improving data processing efficiency and reliability.</p><p> Collaborated with engineering teams to improve data workflows and analytical capabilities.</p>

المهارات

Machine Learning Statistical Modeling Predictive Modeling Feature Engineering Model Evaluation Exploratory Data Analysis Data Mining Python SQL PySpark Pandas NumPy Scikit-learn Data Processing Tableau Power BI Dashboard Development Data Visualization Reporting Analytical Insights Databricks Snowflake AWS Azure Cloud Data Platforms Data Lakes Data Warehouses ETL ELT Data Pipelines Data Integration Data Modeling Data Quality Data Validation ML Pipelines Feature Pipelines Model Data Preparation AI Applications Generative AI Workflows Git CI/CD Agile Technical Documentation Production Support Cross-functional Collaboration Spark
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