Research and development of machine learning methods to detect outliers in datasets for fraud detection.
Machine Learning Research Intern at Layer6 AI May 2023 - Ongoing
Researched a popular paradox in outlier detection for generative models and developed an ICLR submission in little under 4 months.
Machine Learning Scientist at Fanap January 2022 - June 2022
Research and development on deep learning methods to help restore poorly taken photos of dental panoramic images and prevent reshooting and additional x-ray exposure.
Implemented a novel U-Net for dynamic range unification using Pytorch that can help panoramic image restoration.
Used Detectron2 Mask-RCNN for instance segmentation of teeth and treatments to assist computer-aided disease detection.
Created a demo using Docker and FastAPI for proof of concept and sold MVP to a client with three active radiology clinics in Tehran; all in four months.
Engineering
Software Engineer and Course Content Creator at Quera
September 2019 - December 2019
Backend developer for the Quera website using Django.
Initiated and developed content for two programming courses on the website, leading to the establishment of a new company subbranch and doubling the revenue.
Technical Staff
Worked as technical staff for Python client Sharif AI Challenge national contests.
January 2020