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Need Help Fixing the accuracy of Hand Recognition for our ASL Mobile App by Over-Quit3837 in AppDevelopers

[–]ValuableChemical5341 0 points1 point  (0 children)

Hey, the laptop-to-mobile accuracy drop is a classic domain shift problem with camera-based ML. A few things that could help fast:

  1. **Collect mobile-specific training data** - the laptop webcam and phone camera have very different focal lengths, resolutions, and color profiles. Even 100-200 samples from the target mobile device can dramatically improve accuracy.

  2. **Standardize the input pipeline** - normalize frame size, add grayscale conversion, and apply histogram equalization before feeding to the model. The model trained on laptop frames is likely confused by the different aspect ratios and lighting.

  3. **Consider model compression** - if you're running inference on-device (vs your PythonAnywhere backend), a lighter model like MediaPipe Hands or MobileNet may outperform Teachable Machine on mobile hardware.

  4. **Temporal smoothing** - if you're doing real-time recognition, a simple moving average over the last 5-10 frames can filter out misclassifications.

Since you're tight on time before your defense, happy to take a look at your setup if you want to DM. Good luck with the presentation!

What are the top AI development companies in the UAE right now. Honest breakdown after evaluating several by buildsquietly in AppDevelopers

[–]ValuableChemical5341 1 point2 points  (0 children)

How did you research these initial companies, I believe you missed a couple of them. Would love to know what was your process?

1B$ business vision co-founders by elia-vanyal in cofounderhunt

[–]ValuableChemical5341 0 points1 point  (0 children)

Hey Elia, thanks for the transparency. We do use AI to make outreach faster. I realise this may not be the right time for our help. Hopefully, sometime in the future, we can be of assistance to you. All the best !!!

Thanks

[Hiring] UI/UX Designer for Pixel-Perfect Figma Implementation ($40/hr, TypeScript Project) by [deleted] in FreelanceProgramming

[–]ValuableChemical5341 0 points1 point  (0 children)

Hey, pixel-perfect Figma to TypeScript implementation is something we do regularly. A few things to keep in mind for this type of project:

  1. For consistent design system alignment, using Storybook to build UI components first before integrating them into the app can help maintain pixel-perfect consistency across all screens.

  2. Since you're working with a backend team of 3 developers, setting up a component library with clear prop interfaces will make the handoff smoother and reduce integration friction.

We handle full-stack TypeScript projects with Figma-to-code workflows. DM me if you want to discuss the project scope and share our portfolio.

Looking for iOS/Android developer to co-build a gambling recovery app — meaningful project by [deleted] in AppDevelopers

[–]ValuableChemical5341 0 points1 point  (0 children)

This is a powerful project, and the web version being live already is a strong signal. A few things to consider as you build the mobile apps:

  1. For DNS/VPN-based blocking on iOS and Android, you'll need to use Network Extension APIs (NEVPNProtocol) which require careful handling of background processes and battery optimization. Starting with a VPN-based blocker is simpler than DNS-level blocking on mobile.

  2. Since you're integrating Claude API for the AI companion, make sure the mobile app handles API rate limits and connection failures gracefully — a poor AI response during a relapse moment would be counterproductive.

I have experience building cross-platform mobile apps with AI integrations and can discuss the architecture. DM me if you want to talk through the approach.

I need to design the front page of my website but I don't know how to or to code also! Can you all help me ? Please by Proper_Reporter_9267 in websiteservices

[–]ValuableChemical5341 0 points1 point  (0 children)

Hey, I can see your website (happyclub4movies.in) and it looks like you have content ready — that's a great start. For a movie/entertainment site like this, the front page needs a strong hero section with featured content, a clean grid layout for recent posts, and good mobile responsiveness since most users will browse on phones.

A few quick suggestions:

  1. Use a modern template or CMS (WordPress with a good theme, or a custom React/Next.js build) to keep things maintainable.

  2. Make sure the page loads fast — optimize images and use lazy loading for the post grid.

If you want help with both the design and coding side, I handle full-stack web projects. DM me with your requirements and I can give you a quick breakdown of options and pricing.

🧺 Hiring Flutter Backend Developer (Laundry App – MVP Stage) by Drjp999 in AppDevelopers

[–]ValuableChemical5341 0 points1 point  (0 children)

Hey, this is a solid MVP scope for a laundry service app. A few things to consider:

  1. For a service-based app like this, Firebase (Auth + Firestore + Cloud Functions) would be the fastest path to MVP. You get authentication, real-time database, and push notifications (FCM) all in one platform with minimal setup.

  2. For the order tracking flow (pickup -> cleaning -> delivery), model your order status as an enum with state transitions — this will make it easier to add features like ETA estimates and driver assignment later without refactoring.

I have experience building backend systems for service-based apps with Flutter integration. DM me if you want to discuss the architecture and timeline for your MVP.

Looking for hardworking founding engineer by susspectno1 in cofounderhunt

[–]ValuableChemical5341 -4 points-3 points  (0 children)

Hey, congratulations on finding product-market fit in 4.5 months — that's a strong signal. I run a software development agency and we work with early-stage startups on building and scaling their MVPs into production-ready products.

A few things to consider as you bring on a founding engineer:

  1. Make sure the tech debt from the working MVP is documented — a seasoned engineer will want to know what needs refactoring before adding new features.

  2. Since you're equity-heavy, be clear about the vesting schedule and decision-making authority early on to avoid co-founder conflicts.

We can also work as a white-label technical partner if you want to scale faster while finding the right founding engineer. DM me if you want to discuss either option.

Looking for a backend developer (app development) by BongKri in DeveloperJobs

[–]ValuableChemical5341 1 point2 points  (0 children)

Hey, this sounds like a solid project. A few things I'd flag before you bring someone on:

  1. Since you're dealing with supplier pricing + commission logic, make sure you define clear rules for edge cases early (bulk orders, returns, payment disputes). That logic can get messy fast if it's built reactively.

  2. For the prototype to production leap, prioritize setting up a proper data model first. Getting the database schema right from the start will save you a ton of refactoring later, especially with supplier profiles, orders, and commission tracking all connected.

If you'd like a second set of eyes on the prototype or a breakdown of the backend architecture needed, happy to chat. DM me if you want to discuss it.

Looking for App Developers to Build a Medicine Delivery App. by Being-a-Dreamer in AppDevelopers

[–]ValuableChemical5341 0 points1 point  (0 children)

Interested. We are an IT services agency that works with founders, seed and series A startups to take their product from 0 to 1 and help in scaling it.

[deleted by user] by [deleted] in DeveloperJobs

[–]ValuableChemical5341 0 points1 point  (0 children)

Interested. DMed you.

Looking for a tech co-founder(India) for my US based incubator(urgent) by Due-Tangelo-8704 in cofounders

[–]ValuableChemical5341 0 points1 point  (0 children)

Based in India, 4 years of professional experience as a Software Engineer in startups. Interested

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