Duration
Role
Manager
Nference is an artificial intelligence and machine learning company that develops biomedical research tools used by scientists at Nference and other medical institutions and pharmaceutical companies. Nference works with medical centres to transform decades of rich, but predominantly unstructured data captured in electronic medical records into powerful solutions that enable scientists to discover and develop the next generation of personalised diagnoses and treatments for patients worldwide.
I worked on designing a Chrome extension that allows users to easily capture, edit, and save notes on a selected block of text. The extension leverages the power of the Nferx entity extraction service (a text markup technology) to identify keywords and ranks them based on their occurrence in the actual text.
For this project, I had the opportunity to work with Dr. Praveen Kumar, a clinical scientist at the company, to understand the requirements and bring this idea to life. We presented this concept to the leadership team and received great feedback. This project is currently in the development pipeline and is expected to go live sometime in 2022.
The engineering and research team at Nference deal with massive amounts of data on a daily basis. One of the most common use cases that data engineers face is creating data pipelines (a series of actions that take raw data from different sources and bring the data to a destination for storage and analysis). Previously, data pipelines were created manually through code.
We wanted to develop an application that allows users to create data pipelines through a graphical user interface. I had the opportunity to work with the technical team responsible for data pipelines to understand the requirements. And after several brainstorming sessions and iterations, we were able to come up with a design that met the expectations of the data team and leadership.
During my 9 months at Nference, I had the opportunity to work with several senior engineers and internal scientists to launch or improve 15+ products. And it was not uncommon for me to work on 3-4 projects at the same time. This taught me a lot about how to prioritise and manage multiple milestones and projects efficiently. Below are snapshots of some of the projects I worked on