John Martinez Email & Phone Number

New York, NY, US

New York City Metropolitan Area

New York, United States

New York, NY, United States

• Lead client deliverables through project lifecycle, understanding stakeholder requirements and translating specifications to an analytics plan to generate insightful reports to better inform marketing and business.
• Reduced time spent by analyst on data processing by 50% per client deliverable by identifying and summarizing text information using word vectors and clustering with Python.
• Implemented a Mutual Information based search algorithm used to facilitate the topic… Show more
• Implemented a Mutual Information based search algorithm used to facilitate the topic exploration process in Python.
• Collaborated with Data Science, Engineering, and Product teams to develop a novel model using cloud ML platforms to identify serious conversations as well as developing and deploying a Spanish based Natural Language.
• Aided in the acquisition of over $2.4M worth of new business by working with senior stakeholders to develop new business strategies and analytical plans. Show less

• Extracted actionable insights from first and third-party data sources, providing strategic recommendations for Fortune 500 clients.
• Decreased analyst time on client deliverables by 20% using Python to automate data processing and dashboard creation using Plot.ly.

• Published as co-first author journal of IEEE Transaction on Medical Imagining.
• Developed a software-based diagnostic tool to predict aneurysm rupture risk with 20% greater effectiveness rate than current clinical standards by employing a motion amplification algorithm that utilizes Dynamic Mode.
• Processed time-series image datasets using dimensionality reduction algorithms, image preprocessing pipelines, and correlation analysis using MATLAB.
• Presented work at the… Show more
• Presented work at the 8th World Congress of Biomechanics and participated in the American Society for Mechanical Engineering Best Paper Competition.
• Showcased thesis results through a podium talk at the Biomedical Engineering Society’s 50th Annual Meeting. Show less

Lawrence Township, NJ

• Processed medical image data using HALO, Python, and R and performed statistical analysis that determined key insights to advance immunotherapy research and drug development.
• Determined the viability of potential immunotherapies leveraging Digital Pathology pipelines,influencing eleven potential immunotherapies.
• Developed reproducible code and documentation using Domino to reduce data transfer time andaccelerate future analysis.

Hoboken, NJ

• Prepared and manage the organization’s semesterly budget of $2,265
• Maintained and organize financial records to ensure accuracy and consistency in documentation, as well as preserve monetary confidentiality
• Allocated funds for different sponsored events in direct coordination with the Student Government Association

Master Of Engineering (M.Eng.), Biomedical/Medical Engineering

Master’s Thesis: Studying Cerebral Hemodynamics and Brain Motion through amplified MRI • Published as co-first author journal of IEEE.

Bachelor Of Engineering (B.E.), Biomedical/Medical Engineering

Activities and Societies: Alpha Phi Omega, Orchestra, Knitting Club