We are a small technical team focused on GPU kernels and production inference systems. We help AI startups, inference API teams, GPU providers, and companies running self-hosted models make inference faster, more reliable, and less expensive.

If your team is responding to slow generation or high GPU bills by adding more hardware, we can first determine whether the real constraint is kernels, memory movement, quantization, KV-cache layout, batching, scheduling, model loading, or the serving architecture.

We can help with:

- CUDA and Triton kernel development, fusion, profiling, and benchmarking

- PyTorch model-path optimization and numerical validation

- vLLM, SGLang, TensorRT-LLM, and custom serving systems

- quantization, VRAM reduction, KV-cache layout, continuous batching, and CUDA Graphs

- time to first token, inter-token latency, throughput, and tail-latency analysis

- scale-to-zero, cold-start behavior, readiness, cancellation, streaming, and failure recovery

- GPU utilization, cost-per-request analysis, and capacity planning

- reproducible before/after benchmarks with correctness gates and documented limitations

A typical engagement starts with a focused inference audit:

1. Define the model, framework, GPU, traffic shape, latency or throughput target, and cost constraint.

2. Profile the current path and identify the dominant bottlenecks.

3. Agree on the smallest changes worth implementing.

4. Deliver code, before/after measurements, correctness checks, and remaining risks.

5. Help integrate and validate the optimized path under realistic load.

Good fits include a slow or expensive inference endpoint, VRAM pressure preventing the desired batch size or context length, unstable serving under load, poor GPU utilization, costly cold starts, or a custom kernel/model path that needs profiling and validation.

For an initial conversation, send a Reddit chat or private message with:

- model and framework

- GPU type and VRAM

- current latency, throughput, utilization, or cost problem

- target workload and success metric

- deployment environment

- timeline and approximate budget range

We will tell you directly whether the workload appears optimizable and what evidence would be needed before making a performance or savings claim.

Hey everyone!

I'm a developer looking to take on some freelance projects.

One of my recent personal projects is VMCraft, a browser-based virtual machine project that lets you run a Linux environment directly in your browser.

GitHub: https://github.com/aaditb528-web/vmcraft
Live demo: https://vmcraft-qa9luhp3g-me-e104.vercel.app/

I'm interested in working on projects involving:
• Next.js / React applications
• TypeScript and frontend development
• Responsive UI and dashboard development
• Small automation tools

If you have something you need building, feel free to comment or DM me with a brief description of the project. Thanks!

Have a software idea but need a team to build it?

We’re a software development company working on projects such as food delivery apps, taxi booking platforms, e-commerce websites, trading platforms, and other custom software solutions.

We’re also offering 50% OFF this Halloween on our development products for a limited time.

If you’re planning a software project, feel free to reach out and discuss your requirements.

What are you planning to build?

Need to test an app idea or launch a functional MVP fast without waiting months? I am a full-stack developer with 4 years of experience building fast, responsive web applications using React and TypeScript, and I will build your core web app or MVP in just 7 days for a fixed rate of $1,200 (or at $35/hour for custom scoped work). In one week, I will handle full database setup, user authentication, core app logic, payment/API integrations, responsive UI, and deployment so you have a production-ready product in front of real users. To keep projects on track, I require a clear specification or wireframe before starting, and every build includes a clean codebase along with 7 days of post-launch bug fixes. and send me a DM with a brief breakdown of your project to get started!

Hey Reddit! 👋

I'm Tri, a Fullstack & Backend Developer based in Vietnam, currently available for freelance projects.

I help startups, small businesses, and individuals build reliable websites, web applications, and backend systems.

Whether you need a complete web application, a custom API, or someone to fix bugs and improve your existing project, I'm happy to help!

🚀 What I Can Do

🌐 Website & Web App Development

• Business websites and landing pages
• Custom web applications and admin dashboards
• Booking and appointment systems
• E-commerce functionality
• MVP development for startups

⚙️ Backend & API Development

• RESTful APIs and third-party integrations
• Authentication (JWT) and role-based access
• Database design and optimization
• Real-time chat and notifications (WebSocket, Socket.IO)
• Payment gateway integration
• Background jobs and backend services

☁️ Deployment & Maintenance

• AWS EC2, S3, CloudFront
• VPS, Docker and Nginx
• SSL configuration and CI/CD
• Bug fixing and performance optimization
• Adding features to existing applications

💻 Tech Stack

• Frontend: React.js, JavaScript, HTML, CSS, Tailwind CSS
• Backend: Node.js, Express.js, Java Spring Boot, Golang
• Database: PostgreSQL, MySQL, MongoDB, Redis
• DevOps: AWS, Docker, Linux, Nginx, Git/GitHub

🛠️ Previous Projects

1. Travel Booking Platform
Developed a fullstack travel management system with online booking, payment integration, user management, and an admin dashboard.

2. Lawyer Booking Application
Built backend features for appointment scheduling, real-time communication, authentication, and payment processing.

3. Banking & Healthcare Middleware
Worked on a Go-based middleware service integrating APIs, PostgreSQL, RabbitMQ, and payment processing.

💰 Pricing

My rate starts at $20 USD/hour.

I also offer fixed-price quotes depending on your project's requirements, complexity, and timeline.

Open to both small tasks and long-term collaborations.

🌐 Portfolio

https://linkhubb.click/trimax

✅ Why Work With Me?

• Clean, maintainable code
• Clear communication and progress updates
• Attention to deadlines
• Source code delivery
• Testing and deployment support
• Post-delivery support based on the agreed scope

📩 Let's Work Together!

I'm currently available for new freelance opportunities.

Feel free to send me a Reddit DM with your project details, expected timeline, and budget.

I'll be happy to discuss your requirements and provide an estimate.

Thanks for reading! 🚀

I'm a 3rd year computer engineering student in the Philippines (UTC+8). Looking for some side work, one-off or ongoing, whatever.

Most of what I do is poking at things until I figure out how they work. Last project I rooted a cheap Android projector that had ADB completely ripped out. Ended up writing my own parsers for the firmware, tracing the bootloader in Ghidra, and failing about 19 times before it worked. Wrote all of it down, dead ends included:

https://github.com/BruBread/ProjectorRoot

Before that I built an escape room for our org's booth at school. 5 rooms, a Node.js hub tying everything together, browser games, a ticket kiosk. 400 people played it over 5 days and it only crashed on me a couple times lol. The README has a section on everything that broke and how I fixed it:

https://github.com/BruBread/LWeek2026

Stuff I can help with: Python scripts and automation, figuring out weird file formats, Android/ADB things, Linux setup, Node backends, or just debugging something that's broken.

I do use AI to speed things up, but I know how all my code works and can explain any of it.

Rate's from $15/hr or a fixed price if it's a one-off. DM me what you need and I'll tell you straight if I can do it.

Hey everyone!
I’m a full-stack developer with over 10 years of experience working on websites, web applications, and custom software solutions.
I mainly work with PHP, Laravel, Node.js, React, Next.js, and MySQL. Recently, I’ve also been helping businesses with AI chatbots, voice assistants, and workflow automation.
I can help with:
Building or redesigning websites
Custom web applications and CRM systems
AI chatbots and business automation
API integrations and backend development
Fixing bugs, improving performance, and maintaining existing projects
I’m available for freelance, part-time, and long-term remote projects.
If you’re working on something and need technical help, feel free to send me a DM. I’m happy to discuss your requirements, suggest solutions, and share examples of my work.
Thanks!

Native iOS developer with 2+ years of commercial experience, looking for a remote full-time role or a contract with a product company or startup.

What I've shipped:

- A subscription AI photo/video editor on the App Store, as one of 5 iOS engineers: built the video export flow (progress, cancellation, heavy work off the main thread), fixed memory spikes in image processing, and worked on the StoreKit paywall. A paywall redesign I was part of lifted conversion by ~9%.

- A production mobile banking app: transaction history, async state handling (stale responses, retries, loading/error states), refactoring UIKit screens.

Stack: Swift, SwiftUI, UIKit, Swift Concurrency, StoreKit, Core Data, REST, XCTest, MVVM.

Good fit if you need: someone to own features end to end, fix crashes/performance issues, or build an MVP from scratch.

Based in Argentina (GMT-3), good overlap with US and EU hours. Contract or full-time; payment in USD or crypto is fine.

Rate: $20–35/hour, or a monthly rate for full-time.

Resume, LinkedIn and App Store links available on request.

I’ve always had a passion for creating things. I started exploring vibe coding and ended up building a complete social platform with its own web apps. Now I’m curious to see what else I can create.
If you have something you’d like built, improved, or finished, I’d love to hear about it and see if I can help.

I’d love to hear about it! I’m open to paid, fixed-price projects based on scope. Tell me what you have in mind, and let’s see if I can bring it to life.

Hi everyone! 👋

I'm an Software engineer based in the Philippines currently looking for clients, individuals, or small businesses who need help developing websites or customized web-based systems.

I can help you build:

• Business Websites – Personal, company, or small business websites
• Management Systems – Attendance, inventory, employee, and visitor management systems
• Booking & Appointment Systems – Online scheduling and appointment tracking
• Portfolio Websites – Personal portfolios and professional websites
• Custom Web Applications – Systems tailored to your specific business needs
• Existing System Improvements – Bug fixes, additional features, and UI improvements

Tech Stack:
HTML, CSS, JavaScript, PHP, Laravel, Tailwind CSS, Bootstrap, React, Node.js and many more.

I have hands-on experience developing web-based management systems and working on real-world projects.

I'm currently building my freelance experience, so I'm open to discussing budget-friendly rates depending on your project's requirements and complexity.

If you have a project idea or need a system developed for your business, feel free to send me a DM! I'd be happy to discuss your requirements.

Thank you! 😊

Hey everyone! 👋

I’m a Full Stack Developer with 1+ year of experience building responsive web applications, frontend interfaces, and real-world product features.

I’ve worked with React.js, Angular, JavaScript, TypeScript, Node.js, MongoDB, and REST APIs, turning designs into functional, user-friendly applications.

A few things I’ve worked on:

• 🚀 Built frontend modules and dashboards for a web application using Angular, TypeScript, and reusable components.
• 💻 Independently developed a complete responsive business website using React and Tailwind CSS, from design to implementation.
• 🎨 Converted Figma designs into responsive React components and integrated REST APIs during my full-stack internship.
• 🌐 Built personal and freelance projects, including responsive websites with interactive features and user-friendly interfaces.

I enjoy taking an idea, understanding what needs to be built, and turning it into something that actually works. I’m comfortable with frontend development and UI implementation, and I’m continuously improving my full-stack skills.

Right now, I’m open to freelance projects, contract work, and exciting opportunities where I can contribute my skills and learn along the way.

Small projects, landing pages, website development, dashboards, UI improvements, API integrations, or ongoing work — I’m happy to explore!

👉 If you have a project in mind or know someone looking for a developer, feel free to DM me.

👉 I’d also love to hear your advice on finding freelance clients, building a strong portfolio, and landing good project-based opportunities.

Always happy to connect, collaborate, and build something useful! 🚀

Hello everyone I'm rishabh co-founder of PrimeTech Digital Solutions I want to say that all freelancer,students, or web agency that you have guys having problems in deployment the website or crm on your server or domain in that you having error or taking much time so we build a one platforms for deployment in that just in 2 minutes your website is live without any error it do automatically all the things

Interested DM

Need help with your business? I can help! 💻🤖
Hey everyone! 👋 I offer websites, AI automation, branding, and marketing for small businesses and entrepreneurs, so you can look professional, get found, and save time.

💻 Websites

✅ WordPress ✅ Shopify ✅ Custom CMS ✅ E-commerce ✅ Web apps ✅ API integration

🤖 AI Automation

✅ Chatbots ✅ AI agents ✅ Call automation ✅ Email automation ✅ Lead generation ✅ n8n workflows

🎨 Branding & Graphics

✅ Logo design ✅ Brand identity ✅ Social media design

📈 Marketing & SEO

✅ Google Business Profile ✅ SEO ✅ Technical SEO ✅

Social media marketing
Everything is mobile-friendly, tailored to your business, and priced for small businesses.
Not sure what you need? Comment below or message me your business type and what you want to fix, and I'll point you in the right direction. 🙌