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Mykola Melnyk

I'm a Full-Stack AI Lead with 15+ years of experience in AI/ML/Data Engineering. Specialist in productionizing Document AI, Agentic LLM Workflows, and Scalable Big Data systems.

Location Poland Joined Joined on  Personal website https://pdf-redaction.com github website

Education

Master of Applied Mathematics

Work

AI/ML Architect / Founding Engineer

Reading the results: text, boxes, entities and how they line up
mykola_melnyk_ml profile

Reading the results: text, boxes, entities and how they line up

#ocr #webdev #tutorial #opensource
1
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6 min read

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The same pipeline, minus the cluster
mykola_melnyk_ml profile

The same pipeline, minus the cluster

#ocr #machinelearning #typescript #opensource
1
Comments
5 min read
onError must return the right shape, or the crash just moves
mykola_melnyk_ml profile

onError must return the right shape, or the crash just moves

#ocr #typescript #webdev #opensource
1
Comments
6 min read
Privacy is an architecture, not a checkbox
mykola_melnyk_ml profile

Privacy is an architecture, not a checkbox

#ocr #privacy #webdev #opensource
1
Comments
5 min read
Running OCR entirely in the browser meant decoupling detection from recognition
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Running OCR entirely in the browser meant decoupling detection from recognition

#ocr #webdev #machinelearning #opensource
1
Comments
8 min read
One bad page must not lose the other forty
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One bad page must not lose the other forty

#ocr #typescript #webdev #opensource
1
Comments
6 min read
A document pipeline in 30 lines, running in a browser tab
mykola_melnyk_ml profile

A document pipeline in 30 lines, running in a browser tab

#ocr #typescript #tutorial #opensource
1
Comments
6 min read
Spark's coupling was thinner than it looked
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Spark's coupling was thinner than it looked

#opensource #spark #webdev #documentprocessing
1
Comments
5 min read
Your OCR pipeline probably uploads the document. It doesn't have to
mykola_melnyk_ml profile

Your OCR pipeline probably uploads the document. It doesn't have to

#webdev #privacy #opensource #ocr
1
Comments
5 min read
I Built a Windows App That Actually Removes PII From PDFs (Not Just Covers It)
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I Built a Windows App That Actually Removes PII From PDFs (Not Just Covers It)

#windows #privacy #ai #productivity
3
Comments 1
3 min read
Automating PDF Redaction in n8n (No Custom API Code Required)
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Automating PDF Redaction in n8n (No Custom API Code Required)

#n8n #automation #privacy #opensource
3
Comments 1
4 min read
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