Honey HealthSoftware and AI Engineer
Aug. 2022 - Jun. 2024* Led the development of the payment system using Stripe with webhooks as the means of communication tested to be robust using moto and pytest leading to our first paying customers.
* Took part in designing and researching the most appropriate way to recommend contents and groups for our users to join using OpenAI embedding models, and classic ML clustering algorithms. \item Built out our recommended groups emailing system using custom jinja2 for templating and AWS SES for sending the emails.
* Built out our Smart Insights feature to provide intelligent insights to our customers based on their glucose data using LLMs, and custom functions. The feature had a super high retention rate above 50%.
* To support the human in the loop of the Smart Insights, we built a review tool using flutter to aid reviewing and annotating the generated insights before sending them to users and also to collect data for our later LLM model fine-tuning jobs.