Masters in Computer Science, Cornell Tech at Cornell University
Bachelors in Electrical Engineering, University of Houston
Automated Diabetic Retinopathy Screening Device. It's "Software as a Medical Device (SaMD)". Our flagship product, the Galaxy™, uses AI to detect diabetic retinopathy from images of the retina. Diabetes can cause blindness, but it can be prevented with early detection and treatment. Pending FDA approval.
R&D, Software, Technology, Company Strategy, Deck Review, etc.
I use ClinicalBERT (BERT pretrained on clinical notes) to predict readmission using only notes from a patient's first few days (not discharge notes). This prediction allows Doctors to actively intervene & prevent readmission while a patient is still in the hospital.
I built a machine learning model to predict 30-day unplanned hospital re-admission using over 2 million rows of clinical notes (including discharge notes). My approach (AUC=0.83) outperformed the baseline results by 13 points.
I walk through text pre-processing and machine learning techniques to answer the question “What makes Ali Wong’s comedy routine stand out?” I do exploratory data analysis on 12 comedian’s routines.
I wrote this site using Polymer (Google's javascript library for building web applications using web components) and used Firebase's NoSQL Database for storage.
I founded GitLinks. GitLinks is an application security, vulnerability management portal that continuously monitors. It supports Java, Javascript (npm) & Python. It integrates with all Continuous Integration (CI) tools like Jenkins, TeamCity, CircleCI, CodeShip etc. Screenshots.
This project uses Swift, Python and a REST API on Heroku. The app verifies a user's identity via motion. The X, Y, and Z g-force measurements from the accelerometer of the iPhone and Apple watch are compared for similarity using a combination of Cosine Similarity and Dynamic Time Warping. Watch
. Watch .In this concept I created a Trust Score (using data science), as a standard in evaluating risk in open source software. The score represented the support level behind an open source project. The 4 categories that made up the score were community support, maturity, popularity and corporate backing.
I worked with JP Morgan & built a platform for the creation of blockchain-based contracts for trading futures. A future is an agreement between two parties to buy or sell assets at a fixed price to be delivered/paid for later. These smart contracts lived on the Ethereum blockchain & were written in Solidity.
I founded EasyWeave. EasyWeave is a marketplace platform that connects manufacturers in Asia to buyers across the globe. I created a centralized marketplace with honest reviews. I designed the system architecture from ground up.
Cornell University
, Nwamaka Imasogie MS ’16 creates software with global reachForbes.com
, What You Don't Know About Open Source Could Really Hurt YouCornell Tech
, GitLinks Acquired by InforAfroTech
, GitLinks Acquired by Global Software Company, InforHuffington Post
, 99 Limit Breaking Female Founders Share The Most Important Lessons LearnedInfoWorld
, Why the Equifax security threat isn’t over yetBuilt in Austin
, How GitLinks plans to protect companies from open source vulnerabilitiesPC Mag
, Roosevelt Island: New York City's Next Startup Hub?University of Houston
, Alumna Gives Back With Scholarship