• Extracted and vizualized test data to derive insight to historical performance and predictive trends, allowing engineers to preemptively act and justify engineering design changes instantly instead of for weeks using python and plotly• Performed market research, lead, and developed a production-line-agnostic and scalable statistical tool to remove waste in manufacturing test procedures and provide statistical insight and actionable engineering proposals• Constructed a Darknet computer vision pipeline for real-time aerial object detection and tracking using Docker, Kubernetes, MLFlow, and Argo• Lead and co-developed an ML pipeline to predict and automate radio frequency tuning based on human tuning data using postgresql and python• Developed notebooks and dashboards that continue to offer insight into manufacturing processes and automate manual software processes

• Developed a full NLP pipeline that ingests thousands of customer feedbacks for in-flight wifi to quantify sentiment, highlight specific grievances, and calculate appropriate SLA agreements with airlines• Utilized python, BERT, postgresql

I led a team of 3 to create a FICO-style financial credit score assessment program, which evaluates the risk of borrowers from banks defaulting on their loans. I built the statistical scorecard model with Python using concepts like WOE, IV, K-S testing, ROC, and AUC. After building a working alpha model, I trained more team members in using and further developing the software.

I am the first author of ”An Empirical Study of Developers’ Flocking and Migration in GitHub and StackOverflow.” I led a team of 3 in the project. I employed python and SQL to analyze online social coding communities StackOverflow and Github, and mined data and implemented the Louvain algorithm to detect trends like flocking and collaborative migration.

I worked in a team of 4 to port NOVATime’s official website, novatime.com, from aspx.net to Angular 4. We increased average load speeds by implementing single-page applications, optimized image and files, and better organization. The remodel also vastly improved the ease through which new information could be added, allowing ideas from upper management to be implemented in a single day instead of several. I also helped remodel the website for charity organization moringaforlove.com using the CMS Joomla. Functionality on the website included a shop, payment gateway, and blog.