Dipayan Banik
Research Engineer at Global Health Labs
- Role
- Research Engineer at Gh Labs
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Dipayan Banik
Highly passionate Software Engineer with 7 years of experience in AI-driven applications,…
Experience
Research Engineer
Feb 2018 — Present · Bellevue, WA, US
Developed, retrained, and deployed YOLOv8 and RetinaNet object detection models on Android for cervical cancer detection. Designed and implemented the application, along with a data management web interface.Designed a smartphone application for pneumothorax detection in ultrasound videos. Implemented LSTM and m-mode models for lung ultrasound feature detection. Developed a cloud-based annotation tool for in-house training data.Created a smartphone application to estimate hemoglobin levels from eyelid images. Utilized Detectron2 for image segmentation and applied advanced color correction techniques.Developed algorithms and smartphone applications for medical diagnostics, including Loa loa parasitemia detection using an Android-based digital microscope, counterfeit medicine detection with a near-infrared Bluetooth scanner, and an RDT reader for interpreting lateral flow assay results like SARS-CoV-2 antigen tests.
Education
Shahjalal University of Science and Technology
Bachelor’s Degree, Computer Science
2009 — 2013
Central Washington University
Master’s Degree, Computational Science
2015
Skills
- Python
- Algorithm Design
- Php
- Cascading Style Sheets (Css)
- Html
- Html5
- Ios
- Data Mining
- Jquery
- C++
- C
- Programming
- Java
- Sql
- Scikit-Learn
- C#
- Ruby on Rails
- Objective-C
- Javascript
- R
- Data Analysis
- Css
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