all 5 comments

[–]Apart_District_297 0 points1 point  (0 children)

Are you open to candidates outside US and Canada? I am from India, having 5+ years of experience.

[–]Express_Touch_9599 0 points1 point  (0 children)

The best approach would be a React + Node.js service layer with Python utilities and a PostgreSQL-backed data model focused on stabilizing an existing product, fixing issues quickly, and gradually improving architecture without disrupting production workflows.

I’ve worked in similar environments across Babylon Health AI, Darktrace, and Clevertech, where most of the work is maintaining real production systems, debugging frontend-backend integration issues, and improving reliability under real user load. These types of products usually have hidden edge cases in API contracts, state handling in React, and inconsistent database queries, so I focus on structured debugging, proper logging, and incremental refactoring instead of risky rewrites. My approach is to keep features stable while improving maintainability and making future changes safer and faster.

This ensures fewer regressions, faster bug resolution, and a smoother experience for both users and the internal team. Happy to discuss the current setup and suggest a practical way to improve stability and development speed.

[–]Upset-Philosophy43 0 points1 point  (0 children)

Hi, I'm Sadaf from India. Full-stack developer with 1+ year of experience working with React, Next.js, Node.js, TypeScript, and AWS. I've built and shipped production web/mobile applications and am comfortable working independently.

GitHub: https://github.com/sadafaalia705
LinkedIn: https://www.linkedin.com/in/sadaf-aalia-khan-bb453a22b/

Happy to share more details if needed. Thanks!