László Sándor / AI Activation
Available — starting now
N 52.38° · E 4.63°
// You've discussed it long enough

Stop talking about AI. Start building it.

You know AI could help. You don't have time to learn how, and you're tired of meetings that end in "let's revisit this later." I take the idea you keep postponing and turn it into a working first version — something real you can click.

No decks. No "phase two, TBD." A thing that runs.

Featured builds

// Start here

Six things that show what "getting you off zero" actually looks like. The full catalogue of 25 is further down.

The full menu

// 25 builds · browse by course

Everything I've built, grouped by what it's for. See something that fits your problem? Read the full write-up on GitHub, or just get in touch.

Data & AI Engineering
20

RAG Engine deploying

Document Q&A with a two-gate refusal model — grounded answers, never invented ones.

22

ETL Data Pipeline deploying

Bronze→Silver→Gold medallion pipeline ending in an AI-narrated branded PDF.

23

Wayfinder · Conversational RAG deploying

Multi-turn chat with memory, GDPR consent, live web enrichment, and RAG fallback.

25

Sitdown built

Paste meeting notes, get a table of who does what by when. Dates computed in code, not guessed.

24

llm-eval-harness built

A from-scratch test runner proving what AI guardrails are actually worth — guarded vs. raw.

10

Streamlit RE Intelligence POC

Local property-analysis interface built to validate a scraping architecture before production.

ESG & Compliance
13

CSRD Compass live

Free CSRD readiness assessment for Dutch SMEs — 15 questions, scored, emailed.

15

Net Zero Roadmap Generator live

Company profile in, full Net Zero roadmap out, as a downloadable branded PDF.

16

ESG Intelligence Engine in dev

Reads impact metrics from a sheet, runs multi-pass AI analysis, emails a branded report.

01

Funding Intelligence Engine live

Paste a grant description, get a structured fit assessment and effort estimate in seconds.

Client-Facing Tools
19

Pain → Blueprint Engine live

Describe a manual process, get an instant AI automation blueprint back.

21

Automation ROI Calculator live

Turns one repetitive task into an annual cost and an automation payback period.

★

Clay Enrichment Engine client work

Drop a CSV, get verified business emails — cost-optimised waterfall, 68% hit rate.

18

TalentBridge demo

Two-sided talent match: students get instant AI feedback, clients get scored candidates.

Sales & Outreach Systems
02

B2B Lead Qualification production

Apollo → AI scoring → Airtable, with a clean client-facing demo app alongside.

03

Apollo → AI Exec Intelligence active

Full path from lead ingestion to executive summary and channel-routed intelligence.

04

Grant Monitor Bot active

Automated grant identification, tracking, and routing across 100+ weekly actions.

05

TechPort Radar & Scoring active

Four-dimensional lead scoring in Airtable with threshold-triggered enrichment.

07

LinkedIn Connection Scaling active

Connection-first outreach — the message sequence only fires on acceptance.

08

Hunter vs Harvest GTM active

A GTM framework splitting active hunting from passive nurture by signal strength.

09

Funding Action Dashboard design

Architecture for funding-action capture with conditional routing and effort allocation.

06

n8n Operational Automation active

POS ingestion, staffing intelligence, and decision routing for a restaurant operation.

Client Builds & Infrastructure
17

Execution Radar client build

A multi-table ops radar tracking projects, tasks, and decisions with AI meeting briefs.

12

BrandGPT / Positioning active

An AI-assisted framework for personal brand, market lane, and service packaging.

11

Portfolio Infrastructure active

The mono-repo design, docs standard, and rebuild-from-prompt protocol behind all of this.

// The stack behind the outcomes — so you don't have to touch it
PythonFastAPIPostgreSQL pgvectorLLMs / GroqRAG & Embeddings Maken8nZapier AirtableClayCloudflare Workers Docker
// Bring me the idea you keep postponing

Let's start it. Not schedule a call to discuss starting it.