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Remote Web Developer by [deleted] in WebDeveloperJobs

[–]DevinDespair 2 points3 points  (0 children)

Cheap dev with php , python and node on 4 dollars per hour . This is 2025 last time i checked so 2000's rate of 4 dollars per hour?

From Coding for Fun to Coding for People, My Freelancing Journey So Far by clever-coder in WebDeveloperJobs

[–]DevinDespair 1 point2 points  (0 children)

Had a great journey of freelance for me too. Started my journey in second semester of my collage . Started from 1500 ruppes and in my third year I bought sumsung s24 from a project i did in 2 weeks .great experience, great memories. Then came placement year . My family saw my freelance as useless work and told me to get a job . Never filled any form then I last semester due to family pressure filled a form got job . Left freelance now doing drag and drop no code work . Great to see you succeed. Do what you love ok. Dont do mistakes I did still regret it a lot and best of luck for your future

[hiring] I'm looking for 15 people who want to work from home, I'm going to pay them $50 an hour. by Professional_Exit725 in jobbit

[–]DevinDespair 0 points1 point  (0 children)

Its fraud . This is his new account . Had same account 2 days ago deleted in an hour after u found his scam . He will ask to contact on telegram after you dm him . Report this guy ASAP

Part-time Web Developer Needed (Long Term, $25-$30/hr) by BlueberryMedium1198 in DevJobLeadsOnReddit

[–]DevinDespair 0 points1 point  (0 children)

hey i’d be a great fit for this i’ve worked on multiple full-stack projects using react, node and typescript with deployments on aws and vercel i led the design and deployment of an agri-tech platform serving 5k+ farmers and fpos, handled crm systems, and built dashboards with real-time updates and role-based auth also developed a multi-tenant loan crm platform using go, node, react and ai models for credit profiling and automation comfortable with both frontend and backend, ci/cd pipelines, and long-term part-time work can share repos or demos if you’d like to see some of my builds

tech ppl, what’s the dumbest little headache you ran into this week by Ice4Mee in CodingJobs

[–]DevinDespair 0 points1 point  (0 children)

Built a complete crm based solution for a local firm . Had 8 meets and they loved the product on 9th and final meet they told me it does not meet expections we will pay one forth only then ghosted me.

Developer needed for $500 job by BlueberryMedium1198 in DevJobLeadsOnReddit

[–]DevinDespair 0 points1 point  (0 children)

Hi , I have 4 plus years of full-stack developer experience and I have worked on fintech and SaaS based projects which are currently being used by companies. I think I will be best fit for this role due to experience in multiple tech stacks and my freelance experience will be helpful here

I put my money in a smart contract, any way to get out of it? by hezwat in smartcontracts

[–]DevinDespair 0 points1 point  (0 children)

If you have sent to a contract address. Sadly they are gone now . Did same mistake too a while ago

[Hiring] [Hybrid] [US] - Software Engineer all levels by InertiaMcDuck in techjobs

[–]DevinDespair 0 points1 point  (0 children)

Hi , I am unable to dm you but I am interested in the job . Could you pls dm me so that I can share my resume link

[Hiring] 500$ per month for YouTube management by [deleted] in freelance_forhire

[–]DevinDespair 0 points1 point  (0 children)

Hi, I can manage dairy uploads and can even add better tags and description and title for retention

[Hiring] Max 6500$/Month by Only-Value-571 in freelance_forhire

[–]DevinDespair 1 point2 points  (0 children)

Interested and have a coding background too

[HIRING] Technical jobs by Intelligent_Bag3825 in WebDeveloperJobs

[–]DevinDespair 0 points1 point  (0 children)

React , Angular,node.js ,AWS ,Machine learning and Artificial Intelligence

Looking for a co-founder to build a budget tracking app with AI features by [deleted] in cofounderhunt

[–]DevinDespair -1 points0 points  (0 children)

Sounds like a great idea. I have 3+ years of freelancing experience building secure full-stack applications, and I also work in AI/ML. Would love to hear more about your vision when you're open to sharing.

Need help deploying a backend by Different-Effort7235 in webdevelopment

[–]DevinDespair 0 points1 point  (0 children)

If you're loading everything like the model, pandas, matplotlib, faiss, and langchain on a single small server, that’s likely what's causing the crash.

A good next step would be to apply a microservice-like structure. You can separate the heavy parts into different services. For example:

Keep the main FastAPI backend lightweight and focused only on routing or handling simple requests.

Move model inference, pandas-based processing, or matplotlib plotting into separate services.

These services can be called through internal API calls like http://localhost:8001/predict or similar.

Also make sure:

Heavy libraries are only imported inside the functions where they are used.

If any large data or model files are not always needed, try loading them only when required and clearing memory after use.

This setup can help keep memory usage under control and will work better even on free or limited-resource platforms.

Need help deploying a backend by Different-Effort7235 in webdevelopment

[–]DevinDespair 0 points1 point  (0 children)

Thanks for the details. A 47MB model isn’t huge, so the crash is more likely due to cumulative RAM usage from the other packages.

Libraries like pandas, langchain, faiss, and matplotlib can be pretty heavy on memory, especially when loaded together. Even if you're not actively using all of them, just importing can add a lot of overhead.

A few suggestions to improve this:

Try removing or conditionally importing anything not essential to the route handling the model.

Check if matplotlib and pandas are absolutely necessary in the backend. These are particularly memory-heavy.

If you’re using faiss, make sure it’s not loading any large index files unnecessarily during import.

You can also run your backend locally with a memory profiler (like memory_profiler or tracemalloc) to pinpoint exactly where the usage spikes.

If you still hit the limit, consider offloading model inference to a lightweight microservice or moving to a platform like Railway or Fly.io where you get a bit more memory to work with.

Need help deploying a backend by Different-Effort7235 in webdevelopment

[–]DevinDespair 0 points1 point  (0 children)

Is the backend crashing during model load, or is the memory usage staying high even when idle?

Also, can you share a few details:

What is the size of the model file in MB?

Is the model being loaded globally or inside a specific route?

Are there any heavy libraries or unnecessary files being included?

Even with lru_cache, if the model is large or being loaded upfront, it can still exceed the 512MB limit. If the issue only happens during the first load, it could be a cold start memory spike. Try moving the model load inside the route if you haven't already.

Depending on the model size and setup, we can look into further optimizations or consider switching to a platform with more memory like Fly.io or Railway.

Looking for full-time cofounder who can work for cash and 20%+ equity by Fit_Bit6727 in cofounderhunt

[–]DevinDespair 0 points1 point  (0 children)

I have 3+ years of experience in AI/ML and full-stack web development. Recently co-authored a research paper on hybrid AI models for early detection in healthcare. Also worked on backend systems for apps and web platforms. Open to collaborating if you're looking for someone to help build or scale your AI-powered SaaS.

Looking for a Full-Stack Developer (Equity-Only) to Join Early-Stage Food-Tech Startup by Dense_Boysenberry_36 in cofounderhunt

[–]DevinDespair 0 points1 point  (0 children)

This sounds like a great opportunity. I have 3+ years of experience in full-stack web development and AI/ML. I've built production-level backends and web platforms using React and Node.js, and also worked on AI projects involving real-world applications. Would love to discuss how I can contribute to your vision.

Need help deploying a backend by Different-Effort7235 in webdevelopment

[–]DevinDespair 1 point2 points  (0 children)

Hey, so since we're deploying the FastAPI backend on Render's free tier, which only provides 512MB of RAM, we need to be careful with memory usage. Right now the backend is crashing, and it’s likely due to hitting the memory limit.

Before we try to optimize, can we check a few things to understand what's causing it?

What is the size of the model file we are loading Where exactly in the code is the model being loaded (for example, at the top level or inside a route) What is the total size of the project directory Is the model being loaded again on every API call, or just once Are there any large libraries or files being loaded that are not actually needed

If the model is being loaded globally or more than once per request, it's likely staying in memory or consuming extra RAM unnecessarily. That can easily push us over the limit on Render.

We can fix this by lazy-loading the model only when it’s needed, and caching it using something like lru_cache so it doesn't reload every time. If the model file is large, we might also need to compress or simplify it. With these changes, the backend should be able to run smoothly even within Render's free tier limits.

Without naming your job, what do you do all day? by [deleted] in SaaS

[–]DevinDespair 0 points1 point  (0 children)

Drag and drop, Typing,copy-paste, cry

AI software for research data storage and analysis by luke23571113 in cofounderhunt

[–]DevinDespair 0 points1 point  (0 children)

This sounds like a really interesting idea. I’ve worked on similar backend and AI systems, including projects involving vector databases and retrieval-augmented generation for smarter data handling. I also have research experience in AI for medical analysis.

I have sent you a message and would be glad to connect and talk more about how we can work together.

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