Budget: 2000 UAH Deadline: 2 days
I will conduct the consultation. I work with local LLMs (Ollama, llama.cpp), fine-tuning through LoRA/QLoRA, RAG pipeline. Please let me know what the agent's task is and what hardware you have? This depends on the choice of model and the approach to training.
Budget: 1860 UAH Deadline: 3 days
Dmytro, creating an AI agent with privacy compliance is a challenge that requires careful planning. My experience in developing complex projects and managing data has been useful in similar situations. Together we can identify the exact set of resources and develop a strategy to confidently navigate through each stage. I am not just a consultant, but also your partner, ready to adapt new approaches to achieve results. Are you interested in such an approach to discuss the opportunities for the development of your project?
Budget: 5000 UAH Deadline: 1 day
Good day, Dmytro!
The task is clear — local image matching on a private database of 100k+ photos without data leakage to external services.
I can provide detailed consultation on the full stack:
Architecture:
CLIP / DINOv2 for generating image embeddings — work completely locally
Vector database (Qdrant / Milvus self-hosted) for fast similarity search across 100k+ records
Input: new photo → embedding → search for nearest in the knowledge base
Infrastructure:
Minimum requirements for GPU/CPU for batch indexing and real-time inference
Docker-based deployment — everything on your hardware, no external APIs
Cost assessment: cloud GPUs vs. own equipment
Consultation results:
Document with a roadmap: stages, resources, people, budget, timelines
Recommendations for models tailored to your specific type of images
Assessment of search accuracy and ways to improve it (fine-tuning on your data)
I have practical experience with CLIP embeddings and vector databases. I am ready to conduct a consultation in chat or prepare a detailed document.
Budget: 3000 UAH Deadline: 1 day
Good day, Dmytro!
We are the FlipFactory team, specializing in AI agents and local solutions. We have direct experience:
— Developed 12 MCP servers (TypeScript) for various AI tasks
— Built FrontDeskPilot — an AI receptionist SaaS with image processing
— Work with CLIP, vector databases (Qdrant/Milvus), local LLMs daily
— Experience with air-gapped infrastructure: Docker, PostgreSQL, self-hosted
Regarding your task (100k+ photos, local comparison without data leakage):
1. We will select the GPU stack and indexing architecture
2. We will outline the pipeline: encoder → vector database → comparison API
3. We will estimate the budget, team, and launch timelines
We are ready to conduct a consultation within 1 day with a clear action plan.
Budget: 8000 UAH Deadline: 1 day
Good day! I am ready to complete this project. Extensive experience in developing various applications.
Budget: 1000 UAH Deadline: 1 day
Good day
I will be happy to consult on the issue of training a local agent, I have extensive experience in this area. I will also explain how to organize a pipeline.
It would be preferable if you could clarify what exactly you want to achieve as a result. Please write in more detail in private messages.
