Automatic filtering and analytical processing system of information

Budget: 18000 UAH Deadline: 14 days

Good evening

Clarification

1. Delivery format in Microsoft Teams:

- message in a channel or in a chat;
- one shared channel for all users or separate delivery points;
- whether a card format is needed or if a text message with structured content and links is sufficient.

2. Filtering logic

What exactly is meant by "checking the content relevance to the topic":

- should it be hybrid logic: rules + semantic check;
- is an explanation needed for why the material was classified under the topic;
- is a relevance assessment in the form of a score / level of compliance required;
- is it planned within the first stage to use LLM / AI model for final assessment or only for generating theses.

3. Thesis format

What is the format of the result:

- theses are formed for each individual material or is it possible to combine several materials;
- how many theses can be formed from one material at most;
- in what language should the theses be formed;
- should the result additionally show the source title, publication date, and material title.

4. Schedule working rules

- is the schedule set separately for each topic or at the user level;
- what time zone is used;
- should changes in settings apply immediately to the next run;
- is a manual start button needed to check the result.

5. Users and access

- are users created by the administrator or is self-registration provided;
- does each user see only their topics, sources, and settings;
- are sources individual for the user, or can they be shared;
- what exactly does the blacklist mean: complete blocking of access, disabling receipt of results, or deactivation of the user.

6. Logging and errors

- should the administrator see the history of runs;
- is it necessary to log the reasons for material rejection;
- should successful and unsuccessful deliveries in Microsoft Teams be recorded separately;
- should there be a minimum error viewing page in the web interface. Expand

Budget: 18000 UAH Deadline: 12 days

Hello.

I have reviewed the task. I see it not as a "news parser," but as an MVP no-code system for content collection, thematic filtering, and analytical processing with delivery of results to selected channels.

I can implement the first working version in the following format:

a web interface for managing topics, sources, keywords, exclusions, and schedules;

data collection through RSS App API without custom parsing at the MVP stage;

normalization of content and basic duplicate removal;

formation of short analytical theses with references to the original source;

delivery of results to Telegram and Microsoft Teams;

saving configurations without changing the code and without restarting the system.

The correct approach here is not to overload the first stage with unnecessary complexity, but to build a stable foundation for the system that already solves the main task and can further scale: to new delivery channels, additional analytics rules, user roles, and expanded logic.

I would like to note separately that the integration of WhatsApp should be agreed upon immediately based on a specific technical scenario or provider, to correctly incorporate it into the MVP scope and not mix simple channels with those more dependent on external infrastructure in one stage.

I have relevant experience in Python, automation, integrations, APIs, and building application workflow systems, where not just data processing is important, but a managed technical process with a user-friendly interface.

Deadline: 12 days
Cost: 18,000 UAH Expand

Budget: 1000 UAH Deadline: 1 day

Hello. I have been working with React/Node.js for over 8 years. I am ready for collaboration.

Budget: 12000 UAH Deadline: 7 days

Hello.

I develop bots and parsers in NodeJS. I am ready to take on the task. Write to me, we will discuss.

Budget: 10000 UAH Deadline: 1 day

✋ Hello! We are the IT company dZENcode.

We are implementing a web platform where users independently manage content sources, filtering, and AI summarization, with the delivery of digests to Telegram/WhatsApp/Teams and a control panel for topics, based on the team's experience, best practices, and our own developments.

Are you planning to do content summarization using GPT/AI or according to predefined rules? Do you have access to the RSS App and messenger API?

You can find detailed information about our services and rates on our website: Freelancehunt
Take a look – we will discuss the details of the work further, write when you are ready.

The final cost is formed only after clarifying the volume 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. Expand

Budget: 20000 UAH Deadline: 20 days

Good day! My colleague and I have been professionally engaged in web development and building automated analytical systems for over 4 years, so we will help you create an architecturally correct product that transforms data arrays into structured theses without involving technical specialists. We will implement an interface on React for the easiest management of topics and sources, set up content normalization and duplicate removal at the backend level, and also implement a mechanism for saving references to original sources in each analytical block. Our 4 years of experience is confirmed by projects drkukharevich.rivne.ua, crave-agency.com.ua, jk-solution.com.ua.

Budget: 20000 UAH Deadline: 15 days

Hello! My partner (designer + full-stack) and I have been specializing for over 4 years in the development of complex automation systems, no-code solution architecture, and AI integration, so we will implement your filtering and analytics system as a flexible data pipeline with an intuitive web interface. We will build the core of the system on Python (FastAPI) for fast stream processing and integrate LLM (OpenAI/Claude) for generating intelligent summaries. We will develop a source management module through the RSS App API and create a dynamic filtering system where the user can change keywords in real-time without reloading the servers. Our experience in development is 4 years; take a look at our work in terms of logic complexity and interfaces at hyperfi.tech, espressolab.com.ua, hudi.com.ua. We will ensure the distribution of digests via Telegram, WhatsApp, and Microsoft Teams on a flexible schedule, implement an error logging system via Email, and create an admin panel for managing access, guaranteeing complete user autonomy in setting up their information funnel.

Budget: 22000 UAH Deadline: 1 day

Hello!
I represent the company Devoxen - we specialize in the development of backend systems and data processing.
We have experience in creating automatic filtering systems and analytical processing: we have worked with various data sources, implemented complex filter logic, aggregation, and the formation of summary reports.
We can implement a solution that:
1. retrieves data from the necessary sources
2. performs filtering based on specified conditions
3. processes and aggregates data
4. produces a convenient result (tables / reports / API)
We pay special attention to the stability of data processing, the flexibility of filtering logic, and the possibility of further scaling the system.
We provide a guarantee for the completed work and support after launch.
I would be happy to discuss the details of the task. Expand

Budget: 2000 UAH Deadline: 3 days

Hello! I am interested in your project. I have extensive experience in:

📊 Data processing: working with databases, structuring and analyzing information, automating the processing of large volumes of data, import/export and validation;
🤖 Automation and emulation of user actions, development of bots of varying complexity;
⚡️ Asynchronous and multithreaded parsing: collecting and processing data with performance optimization;
🔍 OCR and text search: recognition and structuring of information;
🖼 Media processing: working with images and multimedia;
🖥 Software development, desktop applications, system services and utilities;
📱 Mobile development: native and cross-platform applications;
🌐 Working with APIs and third-party services: integration, automation, and data exchange;
🗣 Translation and text processing: automation of translation, working with language models and text analytics;
🤖 AI/LLM solutions: integration and use of artificial intelligence, working with language models and automating intelligent processes.

I will complete the work quickly and efficiently. Contact me to discuss the details and deadlines of the project! Expand

Budget: 27000 UAH Deadline: 12 days

Hello! I will complete your task quickly and efficiently.

My portfolio: https://freelancehunt.com/ua/freelancer/romas6ka.html#portfolio
Write to me, I will start working today. I will be happy to collaborate with you!

Budget: 27000 UAH Deadline: 50 days

Hello!

I see you have an ambitious task of creating a system that automatically collects and analyzes information from various sources and generates structured theses on specified topics. This is an interesting SaaS-level project with a no-code interface, where the user fully manages sources, topics, filtering, and delivery channels.

I can implement such a project considering all key technical nuances:

– AI analysis: thesis generation linked to sources; possible use of a cloud API (OpenAI or similar) with subscription and pay-per-use, or local self-hosted models without subscription, but with infrastructure costs
– Delivery integrations: Telegram and Microsoft Teams (simple integration via bots/Webhooks), WhatsApp through the official Business API (requires separate registration, template moderation, and subscription)
– No-code management: user interface for creating and editing topics, adding/removing sources, setting filters and schedules without restarting the system
– Architecture: Laravel + React + queues (Redis) for asynchronous processing of information streams; storing configurations in a database; flexibility for scaling and future extensions
– Security and logging: role management, saving digests, error notifications

I suggest starting with an MVP:

– connecting standard sources (RSS/API)
– setting up topics and filters
– basic AI analysis for thesis generation
– delivery in Telegram and Microsoft Teams
– simple, intuitive web interface

Timeline for MVP implementation: 4–7 weeks
Budget: from $4000, depending on the depth of the interface and the number of integrations

After the MVP, expansions are possible: WhatsApp, Email/Slack, API for third-party systems, advanced analytics, and scaling for a larger number of users.

I am ready to discuss details and priorities to design the architecture correctly from the start and achieve a working system without unnecessary complexity. Expand

Budget: 2000 UAH Deadline: 3 days

Hello! I have studied your project and am ready to start working. I am confident that I can meet all your expectations.