Open to software and applied ML roles
Sabid Mahmud · Software Engineer · Applied ML
I built and maintain Messio, a shared-kitchen app used by 10+ people, and PapLens, which runs our cervical-cytology deep learning models on self-hosted Kubernetes.
Project 01 of 02
Full-stack product
Meals, shared costs, and member balances.
Member balance · Messio interface.
TypeScript · Python · Next.js · SQL · MongoDB · REST APIs
CNN · Transformers · PyTorch · FastAPI
Linux · Docker · Kubernetes · Gitops
01 / Selected work
I build the interfaces, backend services, and deployment workflows behind a shared-kitchen product and a computer-vision research tool.
A shared-kitchen application that turns meal records, deposits, and expenses into member balances and monthly statements.
My role · Design, development, deployment & maintenance (solo)
Started October 2025; in use since November 2025. Now used by 10+ people.
PapLens runs cervical-cytology deep learning models from our research and lets people inspect the resulting attention maps in the original field.
Research prototype. Not for clinical or diagnostic use.
My role · Inference service, web application & deployment (solo)
About 4 s average inference for a standard input image. Self-hosted on K3s with GitOps deployment through Flux CD.
02 / Research
PapSmear Dataset · Co-curated dataset
With the research team, I co-curated an expert-annotated Pap-smear dataset and contributed to an attention-based deep learning classification pipeline using full-resolution image patches. I developed PapLens so people can run the deep learning models from our research and inspect the resulting attention maps in the original microscopy field.
Research prototype. Not for clinical or diagnostic use.
03 / Beyond the code
As Vice President of Brahmanbaria Science Club, I organize workshops and science fairs for high-school students, coordinating volunteers and local institutions to bring STEM activities to the community.
I graduated in Computer Science from BRAC University. I want to keep building software that people use in their daily work, from shared household tools to applications that make research easier to inspect.
More about meHave something in mind?
Open to software engineering roles and projects involving web applications, research tools, and applied ML.
Dhaka, Bangladesh · UTC+06:00
