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06 / 10·AI AGENTS·2025·Live · in Production

AI Person and Company Research Agent with Vector Memory

Drop a name. Get a full intelligence profile and a custom AI agent, automatically.

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Category
AI Agents
Year
2025
Role
Full Stack AI Engineer
Duration
2 months
Client
Mike Olaski · Slovakia
Status
Live · in Production
01 HOW IT STARTS

How It Starts

You send a person or company name through Telegram, WhatsApp or a webhook. That single input kicks off a fully automated research pipeline with no further action needed from you.

N8NApifySupabaseVector EmbeddingOpenAITelegramLangChainGoogle DriveNotionGoHighLevelLovable
02 INTERNET RESEARCH

Internet Research

Apify actors scan across LinkedIn, Facebook, YouTube, company websites and other public sources. Every relevant piece of data gets collected and structured into Markdown format for clean processing downstream.

03 YOUTUBE CHANNEL INTELLIGENCE

YouTube Channel Intelligence

If the person has a YouTube channel, the system scrapes every video and pulls the full captions. Those transcripts get chunked and transformed into vector embeddings stored in Supabase. This gives the system deep semantic understanding of how the person thinks, speaks and what topics they cover.

04 PERSONA AGENT CREATION

Persona Agent Creation

Using the vector database as memory, the system builds a company-specific AI agent for that person. The agent can be deployed to a website chatbot, Telegram bot or webhook endpoint. It answers questions in a way that reflects the actual knowledge and context of the person or brand it represents.

05 ICP SCORING AND OUTPUT

ICP Scoring and Output

The system scores the researched profile against your ICP criteria and generates a structured report. Outputs are saved as PDF or DOC files, synced to Google Drive and pushed to Notion and GoHighLevel for CRM tracking. Everything lands where your team already works.

06 RESULTS
1
Input triggers the whole pipeline
5+
Sources researched per person
100%
YouTube captions vectorized
1
Custom AI agent built per profile
07 GET IN TOUCH

Interested in working together?

I'm available for new projects. Let's talk about what you're building.

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H A S A N
H A S A N

Full-stack developer & AI agent engineer. Available for select engagements. Currently building voice-first agents for SaaS teams.

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