Lisa Jiang
Data AnalystFounder & CEO at Velma
Velma
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Founder & CEO at Velma
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
University of Pennsylvania
Bachelor of Science, Bioengineering, Computer Science, and Engineering Entrepreneurship
January 1, 2008 – January 1, 2012
Velma
Founder & CEO
July 1, 2025 – Present
Boston, Massachusetts, United States
Vardo Project Management
Cofounder & CEO
June 1, 2020 – November 1, 2024
New York, NY · Remote
ASAPP
Machine Learning Engineering Manager
April 1, 2019 – June 1, 2020
New York, New York
BCG Digital Ventures
Grand Prize, DV Hacks: AI
December 1, 2018 – December 1, 2018
Manhattan Beach, California, United States
ASAPP
Lead Machine Learning Engineer
October 1, 2018 – April 1, 2019
New York, New York
ASAPP
Senior Machine Learning Engineer
August 1, 2017 – October 1, 2018
New York, New York
Bloomberg LP
Senior Software Engineer
December 1, 2014 – July 1, 2017
New York, NY
Inera, Inc.
Software Engineer
October 1, 2012 – November 1, 2014
Boston, MA
Penn Reading Initiative
Site Coordinator
September 1, 2011 – May 1, 2012
Philadelphia, PA
University of Pennsylvania
Research Assistant
September 1, 2010 – October 1, 2012
Sleep and Chronobiology Center at the Hospital of the University of Pennsylvania
Research Assistant
September 1, 2009 – May 1, 2011
Demand Media Studios
Freelance Writer
September 1, 2009 – May 1, 2011
Mary Babb Randolph Cancer Center
Research Assistant
June 1, 2008 – August 1, 2008
skinMD
August 1, 2011 – May 1, 2012
skinMD is an automated skin cancer detection system consisting of a smartphone client and a processing server. Users take pictures of suspicious regions on their skin using native iPhone and Android applications. These pictures are then sent to a central server running a MATLAB algorithm that analyzes the images for disease symptoms. The results are then returned to the user.
City Traversal
January 1, 2011 – March 1, 2011
Mimic the process of natural selection to create a solution for the NP-complete problem of shortest path through a city grid composed of stop lights changing at varying speeds and frequencies. This solution for city street traversal utilizes a genetic algorithm to weight specific routes based on a subset of most successful paths following each iteration. It also includes a basic user interface that shows the evolution of the solution over time.
Cultural Fit Analysis
The candidate's diverse background, including entrepreneurial ventures, machine learning engineering, and software development, suggests adaptability and a broad perspective. The involvement in projects like 'skinMD' and 'City Traversal' indicates a proactive and innovative mindset. However, the target role of 'Data Analyst' is a significant shift from their recent leadership and ML engineering roles. While the analytical skills are transferable, the direct alignment with a pure data analyst role, which often involves more focused data manipulation, visualization, and reporting rather than ML model development or business leadership, might require adjustment. The breadth of experience is a strength, but the direct cultural fit for a dedicated data analyst position, without explicit recent data analyst responsibilities, is moderate.
Soft Skills & Operational Fit
The candidate's entrepreneurial roles as Founder & CEO suggest strong leadership, initiative, strategic planning, and problem-solving skills. Experience as a Site Coordinator and Research Assistant also indicates collaboration and organizational abilities. The description of 'Vardo Project Management' as an 'artificially intelligent project manager' implies an understanding of operational efficiency and process improvement, which are valuable for a Data Analyst role.