Alison O. Gaby
Software Engineer, Data and Machine Learning | Startup Co-Founder
Alison O. Gaby is an experienced software engineer with a strong background in data and machine learning. She is highly skilled in architecting data infrastructure and ETL/ELT workflows for data analysis and machine learning. Alison is currently working at DoubleVerify as a Software Engine
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3
Years of Experience
Education
Companies
doubleverify, care covr inc., cogency global inc., gabfly
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Experience
2021 - 2022
doubleverify
Software Engineer, Data Externalization
Working cross-functionally to implement DoubleVerify’s reporting platforms for internal and external use.
2020 - 2021
care covr inc.
Co-Founder | Lead Data Scientist
The first company to expand childcare benefits with supplemental insurance to protect families at their most vulnerable time. We're not only an insurance company but a technology-led insurance company using AI, Machine Learning, Blockchain, and Smart Contracts to offer competitive quotes in just seconds on self-executing policies. Full-stack data scientist/data engineer, designing and architecting backend infrastructure to support data analysis and machine learning workloads (Python on GCP - BigQuery (GCS data lake and data warehouse/SQL)/Data Studio (dashboards)/Composer (Airflow)/Dataflow (Apache Beam)), devising and implementing business intelligence tools, and building machine learning and statistical models (Python/Scikit-Learn/PySpark/Spark) to help secure Care Covr’s future supporting working parents across the country.
2015 - 2020
cogency global inc.
Senior Developer (Team Lead) - Corporate Forms & Research
Managed a small team building tools and applications for internal team members. Worked with the Product team in developing and maintaining an extensive library of up-to-date custom web templates and dynamic PDFs (InDesign/Acrobat/JavaScript/HTML/CSS) for various business entity filings. Identified departmental KPIs and built analytics pipelines using SQL (AWS S3/Glue; GCP BigQuery/Dataprep/Composer) with data visualization (bokeh, seaborn, Google Data Studio) and analysis using Python to confirm workflow patterns seek out areas for improvement for the team, creating reports for senior management to illustrate trends discovered in my analyses. Streamlined team workflows with JavaScript, Python, and batch processing, increasing overall productivity by up to 30x. Previous projects: Adding search functionality to company intranet using Elasticsearch; web scraping application with Python (based in Django/BeautifulSoup) to ensure the most up-to-date information is available to internal users; Exploring Graph Database (Neo4j) with natural language processing for compliance (AML); extending custom reporting capabilities to meet enterprise client needs (Pandas); using financial/statistical modeling to more accurately forecast company sales (sci-kit learn, pandas, numpy, bokeh, GCP BigQuery).
2014 - 2021
gabfly
Freelance Software Engineer
Build and maintain websites ranging from single-page web applications to WordPress. Google Analytics integration, Mailchimp and mailing list maintenance, Image editing and storage optimization.
Experience
56 Skills
Airflow
Amazon S3
Amazon Web Services (AWS)
analytics
apache
Apache Airflow
Apache Spark
Application Programming Interfaces (API)
Artificial Intelligence (AI)
Backend
Blockchain
business intelligence
Business Intelligence (BI)
Cascading Style Sheets (CSS)
Data Analysis
Data Engineering
Data Scientist
Data Visualization
Data Warehouse
Data Warehousing
Deep Learning
Django
Elastic Search
ElasticSearch
Extract, Transform, Load (ETL)
Founder
Google Cloud Platform (GCP)
html
InDesign
infra
Infrastructure
Javascript
Machine Learning (ML)
Microservices
Natural Language Processing (NLP)
Neo4j
NumPy
Pandas
Pandas (Software)
pyspark
Python
Research
Research Scientist
Sales
Scikit
Scikit-Learn
Seaborn
Search
Smart Contract
Smart Contracts
Software Engineer
SQL
statistical modeling
Team Building
Web
Web Scraping
Education
