• Projects 22
  • Rating 5.0
  • Rating 5 241

Budget: 27000 UAH Deadline: 30 days

Hello! I have studied your technical specifications in detail. I have experience in building similar "information funnels" and automating analytical processes for Genesis, Ajax-IT, and British School. Your concept of intelligent filtering is clear to me: the main value here is not in data collection, but in the quality of distillation — how to transform 1000 articles into 5 relevant theses. My approach: I build the system like a constructor. You will be able to easily add new sources and change the focus of analytics without involving developers each time. I would be happy to discuss the details and start working.

  • Projects -
  • Rating -
  • Rating 390

Budget: 20000 UAH Deadline: 20 days

Hello! 👋
I propose to implement your automatic information filtering and processing system on Python + FastAPI (backend) with Scrapy integration for parsing. This will ensure efficient data collection from many sources (RSS, API, websites), noise filtering (NLP with Spacy/HuggingFace for relevance), analysis (extraction of key theses, clustering of changes in the industry), and delivery (structured reports with links to sources, a dashboard or Telegram bot for notifications).
What we will do:

Data aggregator: automatic collection from sources, removal of duplicates/noise
Filtering and analysis: thematic search, thesis formation with AI (LLM for summarization), visualization of changes (dynamic graphs)
Delivery: personalized reports, links to sources, API for integration
Scaling: cloud deployment (AWS/DigitalOcean), monitoring of updates

I am ready to discuss the technical specifications, industry, data sources, and details in the chat. We can start with a prototype of the aggregator.

  • Projects 8
  • Rating 5.0
  • Rating 4 046

Budget: 777 UAH Deadline: 1 day

Good day.
Our team has many years of experience in developing ERP, CRM, CMS, and specialized software for businesses. We create effective digital solutions that help automate processes, increase productivity, and scale companies.

We work with modern technologies — from bots and scripts to AI agents and analytical systems. We develop websites of varying complexity. In our portfolio, we have implemented ERP solutions for the hotel business, as well as for companies engaged in the import and sale of goods, and our own product XFitness — an ERP system created specifically for fitness clubs.

We are ready to implement your project and offer the best solution tailored to your needs.
Our portfolio: Freelancehunt

We specialize in the following areas:
- Development of ERP Systems

  • Projects 9
  • Rating 5.0
  • Rating 644

Budget: 4000 UAH Deadline: 4 days

Good day, Mykhailo!
In general, the task is clear, but for an accurate response regarding the deadlines and price, I would like to clarify some questions that arose after analyzing your task.
Please write in private messages – we will discuss the details and your wishes.

  • Projects 23
  • Rating -
  • Rating 2 114

Budget: 27000 UAH Deadline: 21 days

hello
I have experience in gathering information as well as integration for text processing
a couple of questions:
1. is the system designed for one user or will there be multiple accounts?
2. do you already have a list of sources from which you want to pull data?
3. should the admin panel be web-based?

write to me. we will discuss the details and the assessment of the stages

  • Projects 11
  • Rating 5.0
  • Rating 3 775

Budget: 7777 UAH Deadline: 7 days

Hello! My name is Vladislav, I am an AI Automation Engineer.

I have thoroughly studied your architectural model of the "information funnel." This is a professional approach to knowledge management, and I have experience implementing such multi-level systems based on n8n and AI agents.

How I will implement your system:

Scalable collection: I will set up aggregation through RSS, web scraping (Apify/Firecrawl), and API. The system will be centrally managed through an interface (for example, Airtable), allowing you to add sources without involving a developer.

Intelligent filtering: Instead of keywords, I will use semantic analysis. The AI will understand the context of the news and filter out the noise, leaving only what is truly relevant to industry changes.

Ilya Kolesnikov

Ilya Kolesnikov

Winning proposal
34 4
  • Projects 35
  • Rating 2.8
  • Rating 97

Budget: 8351 UAH Deadline: 5 days

Good day.

Quite an interesting project.
I already have experience working with AI for a similar purpose, and I have even more experience in parsing.
Write to me, there is something to discuss here.

  • Projects -
  • Rating -
  • Rating 121

Budget: 8000 UAH Deadline: 1 day

Good day. I am ready to complete this project as I have extensive experience in application development.

  • Projects -
  • Rating -
  • Rating 154

Budget: 750 UAH Deadline: 5 days

I am an analytically oriented specialist with experience in data processing, automation, and information structuring. I have practical experience in building systems for analyzing large data sets, filtering information noise, and forming clear analytical conclusions.

I work with data analysis tools (Python, NumPy, Pandas), create logical structures for information processing, apply an algorithmic approach to data systematization and building analytical models. I understand the principles of working with unstructured sources, data aggregation, and creating clear informational reports.

I have experience in:
• automated processing of text and tabular data;
• creating structured informational models;
• data cleaning and normalization;
• visualizing results and forming analytical conclusions;
• building logic for filtering and relevance of information.

  • Projects 6
  • Rating 5.0
  • Rating 655

Budget: 25000 UAH Deadline: 25 days

Hello! I am ready to combine large-scale data collection with deep analytics. Clear theses and direct links to primary sources. Emphasis on autonomy. I will set up themes and filtering through an understandable interface. I will incorporate cost optimization methods for AI into the architecture so that processing a large number of sources remains cost-effective.

  • Projects -
  • Rating -
  • Rating 898

Budget: 750 UAH Deadline: 1 day

Information noise in the industry hinders the ability to see real trends, while manual monitoring of dozens of sources consumes analysts' time. You will receive an automated funnel that independently transforms the chaos of publications into a structured map of changes. The user will see only the "dry residue" — specific theses and insights with instant access to primary sources for validation.

I will create a system in Golang for high-speed parallel data collection and integrate LLM (OpenAI/Anthropic/Google/Ollama) for intelligent content compression. The architecture will allow you to independently change filters and topics through an interface without involving a programmer. Results will automatically be sent to Telegram or Teams in the form of concise digests. I will use Redis for instant duplicate removal and PostgreSQL for storing the history of industry transformations.

In addition to basic filtering, the system can be trained for proactive analysis: the algorithm will detect abnormal frequency of mentions of new technologies or market players, allowing you to make proactive decisions. I also propose to expand functionality with an interactive Dashboard — this will transform textual theses into a visual representation of industry dynamics, simplifying report preparation for stakeholders.

  • Projects 7
  • Rating 5.0
  • Rating 1 562

Budget: 1000 UAH Deadline: 1 day

I am among the top 10 developers in the category of "Artificial Intelligence and Machine Learning" among ~2100 specialists on the platform. I guarantee: - Fast and quality execution of the task - Strict adherence to deadlines - Regular communication throughout the entire process I would be happy to discuss the details of your project in private messages.

  • Projects 43
  • Rating 4.6
  • Rating 4 929

Budget: 1000 UAH Deadline: 3 days

Good day!

I have experience in developing automated systems for collecting, filtering, and analyzing information that transform chaotic streams into understandable theses. I specialize in API integration, web scraping, and big data processing. I am ready to create your information funnel.

Write to me in private messages, and we will clarify the details.

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