Experience

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  Prompt softech

  Jul 2020 - Dec 2020

  Machine learning engineer

  Developed and deployed machine learning models (XGBoost, Decision Tree) using scikit-learn for churn prediction and fraud detection, achieving an overall accuracy of 94%Explored deep learning approaches using PyTorch, identifying potential model development for improved prediction accuracyPreprocessed and analyzed data for initial statistical analysis and exploratory data analysis (EDA), improving model readiness and accuracyUtilized Tableau, to develop interactive dashboards and reports, enabling stakeholders to gain insights from complex datasets and drive data-informed decision-making Show less

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  Loyola marymount university

  Jan 2022 - May 2023

  Automated routine IT tasks using Bash scripting, reducing manual effort and improving efficiency in system monitoring, log analysis, and file managementManaged and resolved tickets using ServiceNow, providing timely solutions to incidents and requests, improving user satisfaction and reducing average response time by 20%Collaborated on networking tasks, assisting with the configuration and troubleshooting of network devices and monitoring network performance to ensure minimal downtime Assisted the Facilities Management department in managing the budget of Loyola Marymount University. Ensured LMU is properly engaged with the industries

  • Graduate Assistant - ITS Classroom Support

    Oct 2021 - May 2023

  • Administrative Assistant

    Jun 2022 - Sept 2022

  • Graduate Teaching Assistant

    Jan 2022 - May 2022
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  Pathloom

  May 2022 - Aug 2022

  Data scientist

  Employed Pandas and NumPy to conduct in-depth analysis of user behavior patterns, identifying key trends and opportunities that enhanced the outdoor trip planning experience by improving user engagementLeveraged advanced Excel functionalities, including VLOOKUP, macros, and pivot tables, to efficiently manage, analyze, and visualize data, streamlining data processing tasks and supporting data-driven decision-makingPerformed data processing, cleansing, and verifying data to ensure accuracy, completeness, and consistency for analysis and reportingDeveloped and implemented Python scripts to automate data extraction and analysis processes, increasing efficiency by 85% Show less

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  Lmu career and professional development

  Oct 2022 - May 2023

  Graduate assistant - engineering, science and tech

  Assisted students in reviewing resumes and cover lettersMentored students on applying to internships and full-time jobsHelped students build professional profiles on LinkedIn, Handshake, Indeed, Glassdoor, to name a few

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  Protek consulting

  Sept 2023 - now

  Software engineer

  Developed and deployed CI/CD pipelines using AWS CodePipeline to automate data delivery for the investment management team, reducing data processing time by 85%Built a high-performance REST API endpoint to process JSON data and facilitate seamless data integration, leveraging SQL to store and manage metadata essential for the application's operationLeveraged Python to perform financial analytics on large datasets, enabling data-driven decision-making for investment strategies and risk assessmentUtilized JIRA and Git to track project progress, manage sprints, and document key decisions, ensuring streamlined collaboration and adherence to project timelinesExtracted and aggregated data from large datasets using Spark, ensuring efficient data processing for analysis and reporting Show less