AI assistant Uzbekistan

Hello!
My name is Alexey, I represent a group of developers – NC-1.
For more than five years we have been creating websites, mobile applications, online stores, ERP/CRM systems, and other e-commerce products. Our team has specialists with the necessary experience and knowledge for you. Please send the technical specifications.
We can also offer a ready-made solution - an AI assistant that we have developed. We can customize it to your requirements.
Cases: https://1drv.ms/b/c/b7a0d31a9dae1bc5/IQCpK38gmEvWT6F_Cso40Li-AXAKkSs-J67mCwll-C732pw?e=v4VVF5
Sincerely,
Alexey M.

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Hello.
We are IcornA, a product IT company with experience in developing AI-oriented advisory systems and mobile applications. We are interested in your project, as it involves creating a structured AI consultant, rather than a regular chat with AI — it is in such systems that we have practical experience.

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Hello!
I am ready to implement a personal AI consultant for the Uzbekistan market in the format of an iOS + Android mobile application, with an additional Telegram channel (login/notifications/support) and a unified backend.

Backend:

*Python 3.12
*FastAPI
*PostgreSQL
*Redis (cache/queue)
… *Celery + Celery Beat (processing)
*OpenAPI/Swagger (API contracts, documentation)

-Integrations:

*AI via server: LLM API + orchestration
*RAG: pgvector (or a separate vector store if needed)
*Telegram Bot (Aiogram 3): authorization/notifications/support
*Push notifications: Firebase Cloud Messaging (Android) + APNs (iOS)
*Localization: RU/UZ (optionally EN) with support for response templates

-Frontend (CRM panel):

*Mobile application: Flutter (iOS + Android with one code) or React Native (based on your priorities)
*Admin panel (optionally for managing knowledge base/edits): React + Next.js + TypeScript (MUI/AntD)

-Infrastructure / DevOps:

*VPS / Private Cloud
*Docker + Docker Compose
*Nginx (reverse proxy, SSL termination)
*Certbot/Let’s Encrypt
*CI/CD: GitHub Actions
*Monitoring/logs: Sentry (minimum), optionally Prometheus + Grafana

I will be waiting for your message to discuss the development stages and approaches to work.
Best regards, Andriy!

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6 years of experience in IT
I can do backend + bots + automation with neural networks
huge experience
let's discuss how we can be helpful to each other

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Hello! I have experience in developing mobile applications for iOS/Android with backend and AI integration, including Telegram. I have implemented structured consultants with a RAG knowledge base for law and business. I am ready to quickly start a long-term project.

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Yadro haqida: bu soha tanqidiy, shuning uchun birinchi o‘rinda sifat va javoblarning aniqligi muhim. Savol: aniqlikni ta’minlashda ko‘proq modelga tayanish kerakmi yoki keng qamrovli RAG’gami? Bu masalalar bo‘yicha bizda ekspertiza bor.

Sizning loyihangiz biz hozir ta’lim sohasi uchun ishlab chiqishni boshlayotgan loyihamizga hamohang. Biz jamoa sifatida ishlab chiqamiz. Ishlab chiquvchilardan biri taniqli xalqaro korporatsiyaning ITI institutida ishlaydi.

Про ядро: сфера критична, тож на першому місці важлива якість, точність відповідей. Питання: опора в точності більше на модель або на всеосяжний RAG? Маємо з цих питань прецизійну експертизу.

Ваш проєкт співзвучний з нашим який зараз починаємо розробляти для сфери освіти. Розробляти будемо командою. Один з розробників працює в R&D інституті всім відомої міжнародної корпорації. Всі найновіші інструменти маємо.

I am a full-stack developer with experience in creating AI consultants and backend-oriented systems (LLM + RAG), not just chats, but specifically structured services with logic, risks, and action scenarios.
The project is clear and looks mature: a mobile application for iOS/Android, Telegram as an additional channel, and a unified backend with AI operations only through the server. This approach is correct and safe, especially for legal and tax topics.

How I see the implementation:
- backend as the center of all logic (API, authorization, scenarios, limits);
- AI does not "chat," but works as a consultant: situation analysis → risks → permissible actions → prohibitions → deadlines;
- knowledge base with RAG (legislation, regulations, practices for the Uzbekistan market);
- mobile application for primary interaction;
- Telegram as an entry channel, notifications, and support, without duplicating logic.
…
I have experience in
- building AI systems with memory, context, and RAG;
- working with legally sensitive domains (restrictions, disclaimers, control of wording);
- designing long-lived products with phased development (MVP → stabilization → scaling).

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Hello.

My name is Karen, I am a developer and team lead, working freelance and through my team.
Company website: https://innovatech-xi.vercel.app/

I have carefully read the project description and understand the task specifically as a system AI consultant, rather than a regular chat with AI. This format is closer to an expert system with logic, scenarios, risks, and deadlines — this is an important and correct approach, especially for law, taxes, and interaction with government agencies.

What I can offer from my side:

… — Designing a backend-oriented architecture with a single API for mobile and Telegram
— Working with AI strictly through the server (control of logic, security, prompt versions)
— Implementation of a knowledge base + RAG (structured sources, updatability, quality control)
— Scenario analysis: situation → risks → permissible actions → prohibitions → deadlines
— Division of responsibilities: AI as an analytical layer, business logic separately
— Preparing the project for scaling and long-term development

Technically:
— Backend: Python (FastAPI) / Node.js — based on the specifications
— Database: PostgreSQL + vector storage
— Mobile: React Native or Flutter
— Telegram: as a full-fledged additional interface, not a "placeholder bot"
— Focus on security, auditing logic, and reproducibility of responses

Experience includes:
— AI integrations (RAG, server prompts, context control)
— Backend systems under load
— Long-term projects where the product evolves, not just "delivered and forgotten"

I am ready to discuss the architecture, ask the right questions regarding the specifications, and propose a phased implementation plan. I am specifically interested in long-term cooperation.

Karen

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Good day,

I understand the task. It is not about a chatbot, but about a backend-oriented AI consultant with domain logic for the Uzbekistan market: law, taxes, and business processes, with analysis of the situation, risks, and further actions.

Such projects require a properly structured architecture: server-side AI, RAG, and a controlled knowledge base. Without this, the product quickly turns into a "smart but useless chat" that does not solve the user's practical tasks.

I can join the project at the architecture and MVP development stage:
1. Designing backend logic and data structure
2. Implementing server-side AI (LLM + RAG)
… 3. Unified business logic for mobile applications and Telegram
4. Secure AI integration without direct client access to models
5. Preparing MVP with the possibility of further scaling and product development

To accurately assess timelines and costs, a few points need clarification:
1. Which domains are priorities for the MVP: law, taxes, or business?
2. The main language of the product: Uzbek, Russian, or English?
3. Are there already prepared materials for the knowledge base, or do they need to be created from scratch?
4. Is a user role model needed (individual / business / consultant)?
5. What monetization format is planned: subscription, freemium, or another option?

After clarifying these questions, I will be able to propose a technical scheme and a step-by-step implementation plan for the project.

Stage 1. Architecture and Design (Foundation)

What is included:
• analysis of requirements and domains (law / taxes / business);
• designing backend architecture;
• AI operation scheme (server-side LLM, RAG, security);
• knowledge base structure;
• description of consultant logic (analysis → risks → actions → limitations);
• preparation of API contracts for mobile and Telegram.

Result:
• technical architecture;
• clear product scheme;
• a foundation for scaling without rewriting.

Timeline: 1–2 weeks. Cost: $1,200 – $1,500.

A complete description of the entire project assessment step-by-step can be viewed here: https://www.notion.so/2d3ea80ec59480fea9f5df040cd6634b?source=copy_link

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Good day!
My name is Valentin, and I represent Arctic Web Agency. We are a team of experienced web developers who specialize in creating modern and effective web solutions for businesses. I can provide examples of our similar work in personal messages. We are ready to take your project to work!

Sincerely,
Arctic Web Team
Freelancehunt

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Hello!

Please send the technical specifications for review. I have done a lot with AI and have significant expertise in building similar products.

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Good day!

Your request for creating a structured AI consultant requires not only mobile application development skills but also a deep understanding of working with LlamaIndex/LangChain and building quality knowledge bases. I have experience in creating complex AI systems based on Python that operate through RAG architecture.

Here is how I envision the implementation of your project:
- Data reliability (RAG): Using vector databases (Pinecone/Weaviate) to load relevant codes and regulations of Uzbekistan. This ensures that the AI will provide references to actual articles of law rather than "hallucinating."
- Structured output: Setting up prompt engineering in such a way that responses are provided in the format of an expert conclusion: Situation analysis — Risks — Specific steps — Timelines.

Technology stack:
… - Backend: Python (FastAPI/Django) for high speed and scalability.
- Mobile: Flutter or React Native to create a single application for iOS and Android with minimal maintenance costs for both platforms.
- Telegram: Synchronization via Webhook for messaging and user authorization.
- Security: Encryption of user data and storage of consultation history on the server side.

I have experience in developing backend-oriented systems that combine mobile interfaces and Telegram infrastructure. I am ready to ensure the cleanliness of the architecture for further scaling of the product. I have attached a project for analyzing employee performance in a work chat on Telegram. The AI analyzes the content and nature of messages and is capable of predicting burnout, providing reports on work over a certain period, and offering recommendations for improving team members' productivity.
https://freelancehunt.com/showcase/work/analizator-produktivnosti-pratsivnikiv-na-osnovi/1992126.html

I propose the next step: to familiarize myself with your technical specifications so that I can suggest the optimal selection of models (for example, GPT-4o or Claude 3.5 Sonnet) for the best analysis.

I would be happy to discuss the details and become your long-term technical partner.

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Hello! I have reviewed your assignment and believe that I can successfully complete it. I would be happy to collaborate, please write to me personally for further details.

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Hello!

This project is very suitable for the Uzbekistan market, especially considering the emphasis on structure and clarity rather than free communication. I have created AI-based products where the real value lies in managed thinking, clear steps, and calm explanations, rather than ready-made answers, and this approach fits very well for this case.

I am comfortable designing backend-oriented systems where all AI logic, rules, and security checks are on the server. Working with knowledge sources based on RAG, legal-style content, and controlled outcomes is something I have already done, especially for products that require consistency and trust. Mobile applications and integration with Telegram are familiar areas, including secure login processes, notifications, and use cases for ongoing support.

One idea I would propose is a consultant interface focused on a timeline. Instead of just giving advice, the system discreetly tracks deadlines, risk moments, and upcoming commitments in the background, and then reminds the user through the app or Telegram at the right moment. This creates a sense of support without creating unnecessary noise and helps people meet requirements without stress.

Here are two similar projects you can take a look at.
…
https://storyai.cc
https://doubtbuddy.com

I see this as a long-term product with the potential for cautious and responsible development.

Thank you!

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Hello,

I’d be glad to support the development of your personal AI consultant for the Uzbekistan market and recommend a proven, scalable technology stack aligned with your requirements.

For the mobile application (iOS & Android), I recommend React Native with TypeScript, allowing a single, maintainable codebase with high performance and a structured UI suitable for step-by-step consultations, deadlines, risks, and actions.

For the backend, I propose FastAPI (Python) as a unified, backend-oriented system. It is well-suited for API-first design, server-side AI integration, and orchestration of structured consultation logic. The backend would handle all AI interactions, workflow rules, validation, and security.

For AI and knowledge management, I recommend a RAG-based architecture using a vector database (e.g., PostgreSQL + pgvector or a managed vector store) combined with controlled AI prompts to ensure explainable, consistent outputs.
…
Additional components:

PostgreSQL – core relational data (users, cases, deadlines, rules)

Telegram Bot API – notifications, login, and support channel

JWT / OAuth – secure authentication

Docker – deployment and environment consistency

Cloud hosting (AWS/GCP) – scalable infrastructure

This stack supports long-term development, clean separation of concerns, and future expansion while ensuring compliance, maintainability, and performance.

I’d be happy to review the detailed technical specifications and discuss implementation steps.

Best regards,
JEO VINCENT CARRETAS

Good day, I have experience working with Python as well as Telegram bots, I can complete everything quickly and efficiently, write to discuss the details.

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