Alex Romanus Email & Phone Number

New Providence, New Jersey, United States

Enhancing Nokia’s Autonomous Inventory Monitoring Service by using tools such as MongoDB, PyTorch and Kubernetes to train and deploy computer vision models, providing accurate and efficient inventory analytics from drone-captured warehouse images

Lawrence, Massachusetts, United States

Teaching 8th grade science.

Vancouver, British Columbia, Canada

Optimized fit of linear machine learning models on high dimensional, genomic datasets of 1000+ features by adopting a novel application of Relaxed LASSO, a regularization method, in C++ and RImplemented Relaxed LASSO method in R’s criskcasebase package for use by researchers to predict patient survival Facilitated statistical simulations, demonstrating comparable results to state-of-the-art data science package, glmnet

Vancouver, British Columbia, Canada

Applied causal machine learning using TensorFlow to uncover 70 overtreated cancer patients, thus identifying $350,000 worth of unnecessary treatments by Vancouver General HospitalUtilized Scikit-learn to develop ensemble machine learning models to estimate likelihoods of having cancer and receiving treatment, employing architectures logistic regression and XGBoostEvaluated efficacy of nodal dissection on development of metastases with neural network architecture Dragonnet by estimating augmented-inverse-probability-weighted average treatment effectEstablished a data pipeline to retrieve newest cancer patient data upon update from UBC server in Python

White Bear Lake, Minnesota, United States

Eliminated high security vulnerabilities, such as Xpath injection and cross site scripting, in Typescript, Javascript, and C# codebase, potentially saving $42,500 worth of engineering time due to vulnerability exploitationConstructed a pipeline from an Azure Postgresql database that processed consumer data and identified 8 most active users requiring additional product supportPresented analytical findings and security fixes to management through dashboards created using Plotly

Boxborough, Massachusetts, United States

Led development of Wells Fargo-requested features, including secure remote product access and account management, in C++ for SSLV product, a large-scale network security monitoring deviceBuilt feature in C++ that collected diagnostic data of crashes of SSLV, helping automatically generate reports for support engineers to deduce causes of customer-owned SSLV failuresConducted maintenance of SSLV codebase in C/C++ with Coverity, including fixing performance and functionality issues

Cambridge, Massachusetts, United States

Led a web-based search to identify characteristics of health care systems that correlate with quality care and summarized the findings as part of an Agency for Healthcare Research and Quality (AHRQ) funded projectEdited a large database of American hospitals and their attributesPresented findings to academic leadership team

Master Of Science - Ms, Computer Science

Bachelor Of Science - Bs, Statistics And Computer Science