Budget: 27000 UAH Deadline: 28 days
Hello! The NewLuxJob project is a serious challenge where the combination of complex parsing and LLM logic creates real value for the user. I have experience in developing fault-tolerant data collection systems and integrating AI agents into Telegram bots, so I will help implement an MVP that can withstand the load and protect against bots. I specialize in aiogram 3.x and complex automation. I will implement an architecture where parsing, CV analysis, and billing work as a single cohesive mechanism.
🛠 Technical implementation strategy (MVP)
* Scraping (ADEM.lu, Jobs.lu, Moovijob):
* I will use Playwright (in headless mode) with the playwright-stealth library to bypass Cloudflare and other protection systems.
* I will set up proxy rotation and simulate real user behavior (fingerprinting).
* Data will be stored in PostgreSQL, and Redis will provide task queues so that parsing does not block the bot's operation.
* AI Engine (OpenAI API):
* CV Analysis: Using the gpt-4o model to extract key skills from PDFs and compare them with job requirements (Matching Score).
* Cover Letter: Prompt engineering to generate personalized letters that consider the tone of the job vacancy and the candidate's experience.
* Telegram Bot (aiogram 3.x):
* Full questionnaire through FSM (Finite State Machine).
* Filtering system (industry, experience, contract type) with instant push notifications about new job vacancies.
* Monetization (Stripe/Revolut):
* Integration via Webhooks for automatic access to premium features after payment.
⏱ Timelines and costs (grounded in the Ukrainian market)
The project is extensive, so I suggest splitting the payment into stages:
* Stage 1: Parsing 3 sources and database: 7–9 days.
* Stage 2: Bot (Questionnaire + Filters) and AI module: 7–10 days.
* Stage 3: Payment system and deployment (Docker/VPS): 4–5 days.
* Total timeline: 3–4 weeks (as specified in the terms of reference).
* Estimated cost of MVP: 25,000 – 35,000 UAH.
📂 Similar cases:
* Parsing: Developed a real estate monitoring system with bypassing portal protection (Playwright + Redis).
* AI bots: Created an assistant bot for analyzing legal documents (PDF) using the OpenAI API, which provided summaries and risks.
* Fintech: Integrated Stripe for subscription services for analytical data.
Why me:
As an automation specialist, I will set up Systemd and Logging: if the structure of the ADEM.lu site changes, the bot will instantly send you a parsing error notification so we can promptly make adjustments.
Bonus: I will set up Docker containerization for free, allowing the system to scale.
Budget: 27000 UAH Deadline: 28 days
Good day.
I have reviewed your project. This is no longer a "bot with a few commands," but a full-fledged MVP service, where it is necessary to carefully integrate several different components into one system: parsing external job sources, normalizing and storing data, a Telegram bot with personal filters, AI processing of CVs and cover letters, as well as a paid subscription with access management.
For such tasks, I work not as "gather everything into one file and run it," but as a step-by-step modular system that can be maintained and further developed without rewriting the core. For this solution, it makes sense to divide it into separate parts: modules for collecting job listings from each source, a unification and deduplication layer, backend logic with PostgreSQL, a Telegram bot on aiogram 3.x, an AI module for working with PDF CVs via OpenAI API, and a separate billing component for Stripe/Revolut. Redis in such a scheme is advisable to use for queues, caching, and background processes.
The key difficulty of this MVP is not in Telegram itself or in the integration of OpenAI. The biggest risk here is in the stable collection of job listings from external platforms, especially if some sources operate through dynamic rendering, have unstable page structures, or anti-bot restrictions. That is why such projects need to be built in a way that parsing, bot logic, AI processing, and payment components are architecturally separated, rather than tied into one process. This provides not only stability at the start but also normal scaling in the future.
I also want to specifically point out the boundaries of the MVP. To meet a realistic timeline and obtain a working first version, it is important to immediately define the perimeter: 3 job sources, user profile and filters in the bot, saving job listings and users in the database, basic AI processing of CVs, generation of cover letters, and one payment scheme. This approach allows launching the product without scope creep and without the situation where the first version turns into an endless refinement.
I have practical experience in Python development, building scraper/data pipeline solutions, Telegram bots, integrations, and backend architecture for systems where not only functionality but also data flow stability, processing logic, and the possibility of further expansion are important. In similar tasks, my priority is not just to "check off a list of items," but to build a manageable technical foundation on which the product can be further developed.
I am ready to implement this MVP as a structured Python system with a focus on the stability of job collection, clean backend logic, and predictable expansion in the next stages.
Cost: 27,000 UAH
Deadline: 28 days
Budget: 27000 UAH Deadline: 1 day
✋ Hello! We are the IT company dZENcode.
We are implementing a job aggregator with ADEM/Jobs/Moovijob: a data collection module resistant to website changes, a Telegram bot on aiogram 3.x with a questionnaire and filters, OpenAI integration for CV analysis and response generation, as well as subscriptions through Stripe/Revolut with PostgreSQL and Redis, based on the team's experience, best practices, and our own developments.
Which sources are a priority for the MVP — all three or should we start with one?
Which job matching logic is more important at the start: simple filters or AI recommendations?
You can find detailed information about our services and rates on our website: 
Freelancehunt
Take a look – we will discuss the work details further, write when you are ready.
The final cost is determined only after clarifying the scope and requirements.
___________________
Sincerely,
Manager of dZENcode
Our strengths:
💎 10+ years providing IT services: Outsourcing, Outstaffing
🔥 90+ in-house specialists
🚀 Projects "from scratch" and for support
⚙️ SLA and post-production support
✅ Contract with the company, guaranteed results!
🔥 250+ public reviews since 2015.
Budget: 27000 UAH Deadline: 21 days
I will create an aggregator. I will write scrapers for ADEM.lu, Jobs.lu, and Moovijob using Playwright with bypassing protections and auto-retry. The bot will be on aiogram 3.x, analyzing CVs and generating Cover Letters through the OpenAI API, subscriptions through Stripe. Question: do you plan to update the job database once a day or is more frequent synchronization needed?
Budget: 27000 UAH Deadline: 14 days
Hello! I specialize in developing Telegram bots using aiogram 3.x and creating fault-tolerant parsers (Playwright, Selenium). I have experience in multithreaded data collection and bypassing protections. I will implement the MVP NewLuxJob: I will set up quality parsing of the specified platforms and develop a user-friendly bot with surveys. I am ready to discuss the details and start working.
Budget: 27000 UAH Deadline: 7 days
Hello. I have extensive experience in developing parsers. I am ready to collaborate.
Budget: 27000 UAH Deadline: 27 days
Hello.
I am a developer with over 10 years of experience.
I can complete such a project for you quickly and with high quality.
The hourly rate starts from $30.
The estimate will be provided after the requirements are approved and the technical specification is created.
I am afraid that 3-4 weeks is a bit short, but it can be done with great desire.
Feedback on similar work is here:
https://freelancehunt.com/project/vosstanovlenie-podderzhka-dorabotka-telegram-bota-dlya/1596685.html
Budget: 27000 UAH Deadline: 21 days
Good day! I am a Python developer specializing in aiogram, AI integrations, and asynchronous backends. Your project fits perfectly within my stack — I will break it down point by point.
--Parsing (ADEM.lu / Jobs.lu / Moovijob)--
I have worked with complex parsing where standard tools do not suffice. I use Playwright for JavaScript rendering and bypassing protections (fingerprinting, CAPTCHA logic, header rotation). I build fault-tolerant scrapers with a task queue using arq + Redis: if the source is temporarily unavailable — the task is retried, and data is not lost.
--Telegram bot on aiogram 3.x--
This is my main tool. I have implemented several SaaS products on aiogram with forms, FSM scenarios, filtering systems, and role-based middleware. Related to your project:
— AI Assistant SaaS — Telegram AI platform with subscriptions, two payment systems, and routing between LLM providers.
— Employee Shift Tracking System — role-based middleware, FSM scenarios, background tasks.
--AI: CV analysis (PDF) + Cover Letter generation--
This is exactly what I do. I built RAG pipelines from scratch: PDF parsing → chunking → embeddings → semantic search → response generation via LLM. For NewLuxJob, the scheme is simpler: we take the user's PDF + job description → prompt with function calling → personalized Cover Letter. I have worked with OpenAI API, Anthropic API, OpenRouter (DeepSeek, Mistral, Kimi).
--Payment (Stripe / Revolut)--
I have integrated several payment systems: CryptoCloud, Lava.top (card payments worldwide), TON Connect. Stripe — standard webhook flow, I implement it quickly. If Revolut Pay is needed — similarly.
The stack matches completely: Python 3.10+, PostgreSQL (asyncpg + Alembic), Redis, Docker Compose, arq for queues. I deploy production independently.
I am ready to discuss the budget and details.
Budget: 27000 UAH Deadline: 1 day
Hello.
I have experience with Python, Telegram bots, parsing, and AI integrations. I have worked with bots using aiogram, OpenAI API, PostgreSQL/Redis, as well as with website parsing, where stability, proper data structure, and further automation are important.
Such a project can be assembled in stages: first parsing and a job vacancy database, then a bot with a questionnaire and filters, after that an AI block for analyzing CVs and generating Cover Letters, and finally connecting a subscription model through Stripe or Revolut.
I can provide detailed pricing and timelines in a private message after a brief clarification on the volume of parsing and the subscription logic.
Budget: 27000 UAH Deadline: 14 days
Good day. I have reviewed the task and can implement the MVP: fault-tolerant parsing (Playwright), Telegram bot (aiogram 3), OpenAI for CV analysis and cover letter generation, PostgreSQL + Redis.
I have worked with parsing complex sources and AI logic (LLM, PDF processing).
Budget: 27000 UAH Deadline: 3 days
Good day!
I professionally develop Telegram bots in Python and parsers. I am ready to implement NewLuxJob: complex parsing (ADEM.lu), OpenAI API (CV/Cover Letter), aiogram 3.x. I have experience with complex parsers that bypass protections and AI bots.
Message me privately, and we will clarify the details.
Budget: 27000 UAH Deadline: 30 days
An interesting project for developing a Telegram bot with AI integration for CV analysis and Cover Letter generation. I will implement fault-tolerant parsers for ADEM.lu, Jobs.lu, and Moovijob using Playwright/Selenium. I will create a bot on aiogram 3.x with user questionnaires and filters, as well as connect the OpenAI API and payment systems Stripe/Revolut for a subscription model. I am ready to discuss the implementation details.
Portfolio - Freelancehunt
Budget: 27000 UAH Deadline: 10 days
Good day.
I have experience in developing Telegram bots in Python (aiogram), integrating OpenAI API, and implementing parsing, including working with complex sources (Playwright/Selenium, bypassing basic limitations).
I have implemented projects for automating data collection and processing, as well as AI logic (text analysis, response generation), so your MVP is completely understandable from a technical perspective.
Therefore, I am ready to fully implement your project, professionally and qualitatively.
I have practical cases that I can show in private messages.
I am ready to discuss all project details in private messages.
I would be happy to collaborate.
Budget: 27000 UAH Deadline: 14 days
Good day!
My name is Vova, I am a Python developer with experience in creating AI bots and complex parsers.
I already have similar cases in my practice:
A job aggregator parsing 7 websites (Playwright + Selenium, bypassing Cloudflare and anti-bot systems).
A Telegram bot with OpenAI that analyzes PDF resumes and generates Cover Letters.
A bot with subscriptions and payments via Stripe/Revolut.
I am ready to implement the MVP of your NewLuxJob in 3-4 weeks.
Here is how I plan to accomplish the task:
I will write fault-tolerant scrapers for ADEM.lu (Playwright/Selenium), Jobs.lu, and Moovijob with proxy rotation and bypassing protections.
I will create a Telegram bot using aiogram 3.x with a user questionnaire and a flexible filtering system.
I will integrate the OpenAI API: CV analysis (PDF), generation of personalized Cover Letters for each job vacancy.
I will connect Stripe/Revolut for the subscription model.
I will build everything on Python 3.10+ + PostgreSQL + Redis with monitoring and auto-start.
I am ready to start work immediately after agreeing on the details and budget.
I would be happy to show examples of code from previous AI bots and parsers or answer any questions.
