Data Scientist
Current
Apr 2024 - Present
AeroLeads people directory · profile
Eric Au Email & Phone Number
Data Scientist
at
Lighthouse
LinkedIn matched
✓ Verified Jul 2026
3 data sources
Profile completeness 86%
Current company
Role
Data Scientist
Location
New York City Metropolitan Area, United States
Who is Eric Au? Overview
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Quick answer
Eric Au is listed as Data Scientist at Lighthouse, based in New York City Metropolitan Area, United States. AeroLeads shows a matched LinkedIn profile for Eric Au.
Eric Au previously worked as Data & Reporting Analyst at Converge and Data Science Immersive Student at Flatiron School. Eric Au holds Data Science from Flatiron School.
Company email context
Email format at Lighthouse
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Lighthouse
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Profile bio
About Eric Au
Data Science professional passionate about telling stories with data. I am trained in data analytics, leveraging machine learning algorithms, creating classification and regression models using Python (Scikit-learn, TensorFlow, Keras), and constructing unique visualizations with Tableau. I have background experience in fast-paced environments, team settings, and managing projects with multiple stakeholders. • Languages: Python, SQL• Predictive Modelling: Linear/Logistic Regression, Classification, Clustering, Decision Tree, Random Forest, K-Nearest Neighbors• Machine Learning: Deep Learning, Neural Networks, Image Processing, Keras, TensorFlow, Time Series• Databases: SQL, Pandas• Data Visualization: Tableau, Matplotlib, Seaborn, • Environments: Jupyter Notebook, Visual Studio Code, Streamlit• Data Science Methods: Cleaning, Exploration, Modeling, VisualizationPrior to entering a career in data science, I was an engineer/project coordinator with the ability to think outside of the box, challenge existing norms, and collaborate with a diverse group of people. I was provided with the opportunity to work on unique projects throughout my hometown city of New York and directly involved myself in the business of procuring new projects. I am instilled with the work ethic of preparing extensive deliverables on schedule, client consultation and decision-making recommendations, and the ability to manage a project from start to finish. These are the very same skills I use when analyzing and translating data into meaningful stories and business decisions. What started as a hobby in sports analytics turned into a challenging but exciting opportunity to pursue a career in data science. I look forward to building a career in data science, following my passion for learning, and challenging myself every day. Email: eric8395@gmail.comGitHub: github.com/eric8395Medium: medium.com/@eric8395Portfolio: https://eric-au-portfolio.mypagecloud.com/
Current workplace
Eric Au's current company
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11 roles
Eric Au work experience
A career timeline built from the work history available for this profile.
Data & Reporting Analyst
• Developed reporting and dashboard solutions for paid search, social, and print/TV data streams establishing linkage between external media and client advertising KPIs. • Proficiently designed and executed ETL processes to acquire, cleanse, and integrate complex datasets from various sources for advanced data mining and analysis.• Built predictive machine learning models using various data science concepts and tools to predict sales conversions and identify customer demographics. • Performed data analysis on the effectiveness of investment across multiple dimensions such as geographic, demographic, media, cross channel, and external/internal business factors.• Identified and interpreted business trends across complex data sets to guide optimization efforts.• Developed and implemented data governance strategies to ensure consistent data quality, integrity, and security across disparate business channels.
Oct 2022 - Mar 2024
Data Science Immersive Student
Fine tuned skills in Python, Statistical Analysis, Machine Learning, and Deep Learning in this 15-week intensive training program. As part of the program I attended lectures, completed individual and group programming assignments, code challenges and projects to demonstrate a comprehensive understanding of both the theory and applications necessary to become a Data Science professional. • Studied a variety of data science tools in depth, including Python, SQL, scikit-learn, Pandas, and TensorFlow.• Worked both individually and in teams to develop and present a variety of data science projects including: - Stepping Up To The Plate: Predicting MLB Player Value & Team Wins with Machine Learning - Gun Violence in America: Gun Image Classification Using Convolutional Neural Networks- The Pick Is In! NFL Draft Classification with Combine Metrics
May 2022 - Aug 2022
Senior Project Coordinator
• Produced and delivered over 30 construction documents, technical specifications, and work plans for building envelope projects (roof replacements, facade repairs, window/door replacements, etc). • Investigated and diagnosed structures with detailed reports setting forth observations, insights, cause of distress, and recommended remedial action by property ownership. • Performed contractor bid level analyses identifying best fiscal options for clients for projects ranging from $300,000 to $15 million in value. • Coordinated and performed construction administrative activities including site visits, documenting field reports within a week turnaround, facade inspections, and consulting with clients and contractors during project meetings.• Partnered with marketing to generate business proposals with detailed scope of services and estimates for current/future clients and securing over $200,000 in new opportunities. • Earned three promotions in four years for outstanding performance with increased project management responsibilities and served as a mentor for junior level staff.
Jun 2021 - May 2022
Project Coordinator
Jan 2020 - May 2021
Senior Project Representative
Feb 2019 - Dec 2019
Project Representative
Mar 2017 - Feb 2019
Public Buildings Division Intern
• Gained hands-on construction site experience at the Hunter's Point Library and the NYPD Police Academy in Queens, NY. Worked exclusively under DDC Public Division mentors and developed relationships with clients as a summer intern.
Jun 2016 - Aug 2016
Main Desk Assistant (Mda)
• Performed administrative responsibilities including distributing mail and packages, answering the phone, maintaining appropriate records while preserving confidentiality at all times.
Aug 2015 - May 2016
Water On The Go Intern
• Educated NYC pedestrians about the local tap water. Topics included the city’s drinking water source, water quality, bottled water vs. tap water, and wastewater treatment.• This summer internship consisted of communication and engagement with the public in populated locations such as parks, plazas, and public events with transportable drinking fountains throughout the five boroughs.
Jun 2015 - Aug 2015
Literacy Tutor
Syracuse University Literacy Corps
• Provided academic literacy support to students in small group and one-on-one settings as tutors in urban school and community-based settings.
Oct 2012 - Dec 2012
3 education records
Eric Au education
Data Science
Flatiron School
Google Data Analytics Professional Certificate, Data Analytics
Coursera
Bachelor’S Degree, Major: Civil Engineering
Syracuse University College Of Engineering And Computer Science
FAQ
Frequently asked questions about Eric Au
Quick answers generated from the profile data available on this page.
What company does Eric Au work for?
Eric Au works for Lighthouse.
What is Eric Au's role at Lighthouse?
Eric Au is listed as Data Scientist at Lighthouse.
Where is Eric Au based?
Eric Au is based in New York City Metropolitan Area, United States while working with Lighthouse.
What companies has Eric Au worked for?
Eric Au has worked for Lighthouse, Converge, Flatiron School, Hoffmann Architects, Inc., and Nyc Department Of Design And Construction.
How can I contact Eric Au?
You can use AeroLeads to view verified contact signals for Eric Au at Lighthouse, including work email, phone, and LinkedIn data when available.
What schools did Eric Au attend?
Eric Au holds Data Science from Flatiron School.
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