You will get an AI Retrieval Augmented Generation system specific for your organization
Project details
🔍 Problems the RAG System Solves
1️⃣ Information Overload & Inefficiency
📂 Problem: Employees or customers struggle to find relevant information across scattered documents, FAQs, or databases.
✅ Solution: The RAG system provides instant, AI-driven answers by retrieving and summarizing the most relevant content.
2️⃣ Outdated or Irrelevant Responses
⏳ Problem: Traditional chatbots rely on pre-defined scripts, leading to stale or irrelevant answers that don’t adapt to new data.
✅ Solution: The RAG system pulls real-time knowledge from your latest documents, ensuring up-to-date and contextually accurate responses.
3️⃣ Wasted Time in Manual Searches
🔍 Problem: Teams spend hours searching for information in multiple sources, reducing productivity.
✅ Solution: The RAG system acts as an AI-powered knowledge assistant, delivering precise results in seconds, saving time and effort.
4️⃣ Poor Customer Support & Delayed Responses
📞 Problem: Support teams struggle to provide fast and accurate responses, leading to frustrated customers and long resolution times.
✅ Solution: AI-enhanced retrieval delivers instant, accurate answers, improving response times and customer satisfaction.
1️⃣ Information Overload & Inefficiency
📂 Problem: Employees or customers struggle to find relevant information across scattered documents, FAQs, or databases.
✅ Solution: The RAG system provides instant, AI-driven answers by retrieving and summarizing the most relevant content.
2️⃣ Outdated or Irrelevant Responses
⏳ Problem: Traditional chatbots rely on pre-defined scripts, leading to stale or irrelevant answers that don’t adapt to new data.
✅ Solution: The RAG system pulls real-time knowledge from your latest documents, ensuring up-to-date and contextually accurate responses.
3️⃣ Wasted Time in Manual Searches
🔍 Problem: Teams spend hours searching for information in multiple sources, reducing productivity.
✅ Solution: The RAG system acts as an AI-powered knowledge assistant, delivering precise results in seconds, saving time and effort.
4️⃣ Poor Customer Support & Delayed Responses
📞 Problem: Support teams struggle to provide fast and accurate responses, leading to frustrated customers and long resolution times.
✅ Solution: AI-enhanced retrieval delivers instant, accurate answers, improving response times and customer satisfaction.
Machine Learning Tools
BERT, ChatGPT, GitHub Copilot, Google AutoML, Google Data Studio, TensorFlow, Vertex AIWhat's included $2,000
These options are included with the project scope.
$2,000
- Delivery Time 30 days
- Number of Revisions Unlimited
- Number of Model Variations 3
- Number of Scenarios 10
- Number of Graphs/Charts 5
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code
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DP
David P.
Nov 24, 2025
Backend Engineer (Go / TimescaleDB / Redis / Docker)
Ahmed stepped in to help us optimise our data pipeline. He setup tooling and tracing logic that has proven incredibly helpful in identifying key bottlenecks in the system among various other quality of life improvements to our software. His availability right through the evening made it very easy to work with him with the significant timezone difference, and his detailed reports gave us confidence in our system going forward. Thanks again Ahmed!
HD
Harry D.
Oct 22, 2025
Senior Backend Engineer
NA
Nikolai A.
Feb 17, 2025
Image process proxy server golang
DP
Daria P.
Feb 11, 2025
60 minute consultation
Ahmed was very attentive to my task. He provided me with lots of details during the consultation, as well as additional notes afterward in a very timely manner, all while adhering to the strict deadline of my task
JE
Jason E.
Feb 1, 2021
2 Golang experts needed
About Ahmed
Senior Backend & Full-Stack Engineer | Golang, Databases, and AI.
100%
Job Success
Berlin, Germany - 11:04 pm local time
🔹 Backend & DevOps Expertise:
✔ Languages & Frameworks: Golang, Rust, Node.js, Python, C, Ruby.
✔ Databases: MySQL, PostgreSQL, SQLite, MongoDB, Aerospike.
✔ Web Servers & Networking: Nginx, Apache, FTP, DNS
✔ Cloud & Deployment: Docker, Kubernetes, CI/CD, Serverless
✔ API Development: RESTful APIs, GraphQL, WebSockets
✔ Performance Optimization & Security
🔹 Frontend & Mobile Development:
✔ Frontend: React, Vue.js, Next.js
✔ Mobile Development: React Native, Flutter
✔ UI/UX Integration: Modern, responsive, and user-friendly designs
✔ Full-Stack Development: Seamless integration of backend and frontend
I have built and integrated high-traffic web applications, mobile apps, APIs, and cloud-based solutions across various industries. My experience extends to scaling applications, optimizing performance, and ensuring secure deployments.
Whether you need a robust backend, an interactive frontend, a full-stack application, or cloud infrastructure, I bring technical expertise and problem-solving skills to deliver high-quality solutions.
Let’s discuss how I can help with your project! 🚀
Steps for completing your project
After purchasing the project, send requirements so Ahmed can start the project.
Delivery time starts when Ahmed receives requirements from you.
Ahmed works on your project following the steps below.
Revisions may occur after the delivery date.
We inspect and clean the data used for retrieval.
We put the data into the format suited for it's retrieval by the RAG system