Simeon Emanuilov PRO

s-emanuilov

AI & ML interests

Software Engineer & Ph.D. candidate | Specializing in ML/DL system development & applying AI to solve real-world business problems.

Recent Activity

upvoted a paper 3 days ago

Xmodel-2 Technical Report

upvoted a paper 3 days ago

On the Compositional Generalization of Multimodal LLMs for Medical Imaging

upvoted a paper 3 days ago

Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization

View all activity

Organizations

s-emanuilov's activity

upvoted 6 papers 3 days ago

Xmodel-2 Technical Report

Paper • 2412.19638 • Published 12 days ago • 23

On the Compositional Generalization of Multimodal LLMs for Medical Imaging

Paper • 2412.20070 • Published 11 days ago • 40

Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization

Paper • 2412.18525 • Published 14 days ago • 64

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published 11 days ago • 73

VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control

Paper • 2501.01427 • Published 5 days ago • 45

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published 6 days ago • 86

commented a paper 3 days ago

VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control

Paper • 2501.01427 • Published 5 days ago • 45 •

replied to their post 5 days ago

Yeah, the issues with the tables.

For office formats, it's mostly fine. You tried using PDF or images?

I will work on improving this.

replied to their post 6 days ago

Made an article to explain more: https://medium.com/@simeon.emanuilov/converting-documents-to-markdown-and-json-at-scale-a-modern-approach-for-ai-llm-practitioners-a6b49294994f

reacted to merve's post with 🔥 6 days ago

Post

4346

supercharge your LLM apps with smolagents 🔥

however cool your LLM is, without being agentic it can only go so far

enter smolagents: a new agent library by Hugging Face to make the LLM write code, do analysis and automate boring stuff!

Here's our blog for you to get started https://huggingface.co/blog/smolagents

posted an update 6 days ago

Post

2522

Hey HF community! 👋

Excited to share Monkt - a tool I built to solve the eternal headache of processing documents for ML/AI pipelines.

What it does: Converts PDFs, Word, PowerPoint, Excel, Web pages or raw HTML into clean Markdown or structured JSON.

Great for:
✔ LLM training dataset preparation;
✔ Knowledge base construction;
✔ Research paper processing;
✔ Technical documentation management.

It has API access for integration into ML pipelines.

Check it out at https://monkt.com/ if you want to save time on document processing infrastructure.

Looking forward to your feedback!