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thetechleila/README.md

Hi, I'm Leila! πŸ‘‹πŸΎ


About Me:

Recent Graduate of The Knowledge House x Synchrony Skills Academy Data Science Fellowship with professional experience in Information Technology (IT), Public Health, Non-Profits, and User/Customer Success.

I'm also a ServiceNow System Administrator.

Always on the look out and open to new professional & learning opportunities in data, especially in the healthcare, business, marketing, and sustainability spheres!

This repository contains personal & professional projects as well as technical methods I'm currently learning as I advance in the fields of data analysis and statistics.


🧰 Skills

  • Programming Languages: Python
  • Data Management: SQL (PostgreSQL, MySQL) Microsoft Excel, Google Sheets
  • Data Visualization: Tableau, Seaborn, Matplotlib
  • Data Manipulation and Machine Leaning: Pandas, NumPy, Scikit-Learn
  • CRM Software: ServiceNow (System Administrator), Salesforce, Zoho, ZenDesk
  • Project Management Software: Asana, Jira, Monday, Trello
  • Tools: Git, Jupyter Notebooks, VSCode

πŸͺ΄ Currently Learning/Improving

  • Advanced SQL and Advanced Microsoft Excel
  • Python
  • Data Visualization via Tableau and Power BI
  • Statistics

Recently Completed Projects

πŸ—½ Interactive 2016-2024 NYC Public High School Student Performance Analysis and Dashboard

My teammates and I have analyzed the data of NYC Public High School students from 2016-2024 to find patterns, trends, and insights into the effects the Covid-19 Lockdown had on educational outcomes across diverse student populations.

Our end goal was to design a comprehensive data dashboard that provides up-to-date information on NYC Student Performance with accurate data on socio-economic and demographic factors that may negatively or positively impact education outcomes.

Deliverables include:

  • Comprehensive EDA of NYC Public High School student demographics, chronic absenteeism, Regents scores, graduation outcomes, etc. using datasets from NYC Open Data
  • Jupyter Notebooks to showcase EDA
  • Data transformation via proper project oriented programming principles
  • ETL Pipeline creation
  • Creation of SQL Database to store cleaned and transformed project data
  • Creation of Single Source of Truth table for usage in Tableau

Check out the Interactive Tableau Dashboard here and take a look out the Repository for further details.

🏫 Interactive NYC Public High School and K-8 Enrollment from 2015-2024 Analyses & Dashboards

Take a deeper look specifically at how enrollment has changed across grade level and various demographic groups compared with the rates of poverty across NYC's Five Boroughs with the two interactive Tableau Dashboards I've created below after thorough research into the data:

πŸ›œ Women's Mentoring Network Integrated Data Management and Digital Modernization Using AI

Submission for the Synchrony Skills Academy Γ— Southwest Connecticut Tech Hub's AI for Impact: The NonProfit Challenge Hackathon - August 7, 2025

This project aimed to solve a database and documentation consolidation issue occurring within a local nonprofit through merging existing physical and digital documents using a composite ID as well as address website accessibility and limitations utilizing AI tools.

  • Here's the repository

  • Read more in depth project details from our team's proposal here ️

  • Check out the project presentation here

All project deliverables were completed between August 4, 2025 at 6:30pm to August 6, 2025 at 5pm when the project was submitted as per the challenge requirements.

The project demo and presentation for the local nonprofit stakeholders occurred on August 7, 2025.


🌟 More Projects


πŸ’« Future Learning

  • Natural Language Processing and Language Models

🎑 Fun Facts

  • I love playing the piano and gardening

Popular repositories Loading

  1. Google-Cloud-ACE-Labs-Fall-2024 Google-Cloud-ACE-Labs-Fall-2024 Public

    This repository contains hands-on implementation labs from the Google Associate Cloud Engineer Course in Fall 2024

  2. KnowledgeHouse20242025 KnowledgeHouse20242025 Public

    Jupyter Notebook

  3. Heart-Rate-Monitoring-Data-Processing-TLAB1 Heart-Rate-Monitoring-Data-Processing-TLAB1 Public

    Python

  4. Weather-API-Project-TLAB3 Weather-API-Project-TLAB3 Public

    Jupyter Notebook

  5. thetechleila thetechleila Public

  6. Financial-Fraud-Detection-Model Financial-Fraud-Detection-Model Public

    Basic machine learning pipeline models designed to classify bank transactions as "IsFraud" or "NotFraud" while minimizing false positives.

    Jupyter Notebook