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Data Science,ML & AI Nugget Chats

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🚀 *BACKEND DEVELOPER AVAILABLE* 🚀
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*Hey there!* 👋
*Chetan here* - I build robust, scalable backend systems! 💪
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🎯 *Tech Stack:*
┌──────────────────────────────────────────────────┐
✓ Node.js • Python • ReactJS
✓ Blockchain (Web3/Ethers.js)
✓ Telegram Bot Development
✓ SQL/NoSQL • API Development
✓ Microservices • System Architecture
└──────────────────────────────────────────────────┘

💎 *Experience:* 6+ Years | 20+ Projects

🎯 *What I'm Looking For:*
→ Full-time / Contract / Freelance
→ Remote / Onsite (Any Location)
→ Immediate Joiner

🌟 *Why Work With Me?*
✔️ Clean, Maintainable Code
✔️ Deadline-Driven & Reliable
✔️ Excellent Communication
✔️ Problem Solver Mindset

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📞 *Call:* +91-8329505692
💬 *Telegram:* @ckulthe
📧 *Email:* ckulthe56@gmail.com

*Let's build something amazing together!* 🎯

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
*Chetan Kulthe* | Backend Developer
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

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Data Science,ML & AI Nugget Chats

╔════════════════════════════════════════════╗
🚀 *BACKEND DEVELOPER AVAILABLE* 🚀
╚════════════════════════════════════════════╝

*Hey there!* 👋
*Chetan here* - I build robust, scalable backend systems! 💪
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🎯 *Tech Stack:*
┌──────────────────────────────────────────────────┐
✓ Node.js • Python • ReactJS
✓ Blockchain (Web3/Ethers.js)
✓ Telegram Bot Development
✓ SQL/NoSQL • API Development
✓ Microservices • System Architecture
└──────────────────────────────────────────────────┘

💎 *Experience:* 6+ Years | 20+ Projects

🎯 *What I'm Looking For:*
→ Full-time / Contract / Freelance
→ Remote / Onsite (Any Location)
→ Immediate Joiner

🌟 *Why Work With Me?*
✔️ Clean, Maintainable Code
✔️ Deadline-Driven & Reliable
✔️ Excellent Communication
✔️ Problem Solver Mindset

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📞 *Call:* +91-8329505692
💬 *Telegram:* @ckulthe
📧 *Email:* ckulthe56@gmail.com

*Let's build something amazing together!* 🎯

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
*Chetan Kulthe* | Backend Developer
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Читать полностью…

Data Science,ML & AI Nugget Chats

╔════════════════════════════════════════════╗
║ 🚀 *BACKEND DEVELOPER AVAILABLE* 🚀 ║
╚════════════════════════════════════════════╝

*Hey there!* 👋

*Chetan here* - I build robust, scalable backend systems! 💪

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🎯 *Tech Stack:*
┌─────────────────────────────────────────────┐
│ ✓ Node.js • Python • ReactJS │
│ ✓ Blockchain (Web3/Ethers.js) │
│ ✓ Telegram Bot Development │
│ ✓ SQL/NoSQL • API Development │
│ ✓ Microservices • System Architecture │
└─────────────────────────────────────────────┘

💎 *Experience:* 6+ Years | 20+ Projects

🎯 *What I'm Looking For:*
→ Full-time / Contract / Freelance
→ Remote / Onsite (Any Location)
→ Immediate Joiner

🌟 *Why Work With Me?*
✔️ Clean, Maintainable Code
✔️ Deadline-Driven & Reliable
✔️ Excellent Communication
✔️ Problem Solver Mindset

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📞 *Call:* +91-8329505692
💬 *Telegram:* @ckulthe
📧 *Email:* ckulthe56@gmail.com

*Let's build something amazing together!* 🎯

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
*Chetan Kulthe* | Backend Developer
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

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Data Science,ML & AI Nugget Chats

Collecting Real AI/ML Questions for Dataset (RAG + BERT Project)
Hello everyone,

I am working on an academic project focused on building an Intelligent Question Answering System using Retrieval-Augmented Generation (RAG) and BERT.

As part of this work, I am currently collecting real-world questions related to Artificial Intelligence, Machine Learning, and Deep Learning to create a high-quality dataset. The goal is to make the system better aligned with practical user queries rather than only textbook examples.

I am particularly interested in questions such as:
Conceptual doubts (e.g., overfitting, attention mechanisms)
Practical problems (e.g., low accuracy, model tuning)
Debugging issues (e.g., training not converging)
Scenario-based or “what-if” questions

Examples:

Why does my model overfit even after regularization?
What happens if the learning rate is too high?
Why is my transformer model not performing well?

If you are interested in contributing, you can submit your question here (takes less than 2 minutes and no personal data is collected):
https://docs.google.com/forms/d/e/1FAIpQLSdQeFTqqDncjZMk0L4vAs-1S1WGMPMQUmR7iHBO-RjazSwxFg/viewform?usp=dialog

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Data Science,ML & AI Nugget Chats

Hello,

I am a student working on a project titled “Intelligent Question Answering System using Retrieval-Augmented Generation (RAG) and BERT.”

As part of this project, I am collecting AI/ML-related questions (such as concepts, practical issues, debugging problems, or scenario-based questions) to build a dataset that reflects real user queries.

I would like to request permission to share a short Google Form in this group where members can voluntarily submit their questions. The form:

Takes less than 2 minutes
Does not collect any personal or sensitive Information.
It is intended strictly for academic/project purposes

Please let me know if this is allowed. Thank you for your time and consideration.

Читать полностью…

Data Science,ML & AI Nugget Chats

Yeah, I don't like your flooding. Alison has been muted.

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Data Science,ML & AI Nugget Chats

This isn't really my area of expertise.

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Data Science,ML & AI Nugget Chats

This conversation has taken a direction I'm not comfortable with.

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Data Science,ML & AI Nugget Chats

Let's leave it here for now.

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Data Science,ML & AI Nugget Chats

This group isn't quite what I expected.

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Data Science,ML & AI Nugget Chats

This conversation does not seem relevant to me, goodbye

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Data Science,ML & AI Nugget Chats

I think we've covered everything for now.

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Data Science,ML & AI Nugget Chats

I need to prioritize other commitments right now.

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Data Science,ML & AI Nugget Chats

This isn't really my area of expertise.

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Data Science,ML & AI Nugget Chats

I think I'll take a break from this conversation.

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Data Science,ML & AI Nugget Chats

/DeepLearningQuestions

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Data Science,ML & AI Nugget Chats

╔════════════════════════════════════════════╗
🚀 *BACKEND DEVELOPER AVAILABLE* 🚀
╚════════════════════════════════════════════╝

*Hey there!* 👋
*Chetan here* - I build robust, scalable backend systems! 💪
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🎯 *Tech Stack:*
┌──────────────────────────────────────────────────┐
✓ Node.js • Python • ReactJS
✓ Blockchain (Web3/Ethers.js)
✓ Telegram Bot Development
✓ SQL/NoSQL • API Development
✓ Microservices • System Architecture
└──────────────────────────────────────────────────┘

💎 *Experience:* 6+ Years | 20+ Projects

🎯 *What I'm Looking For:*
→ Full-time / Contract / Freelance
→ Remote / Onsite (Any Location)
→ Immediate Joiner

🌟 *Why Work With Me?*
✔️ Clean, Maintainable Code
✔️ Deadline-Driven & Reliable
✔️ Excellent Communication
✔️ Problem Solver Mindset

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📞 *Call:* +91-8329505692
💬 *Telegram:* @ckulthe
📧 *Email:* ckulthe56@gmail.com

*Let's build something amazing together!* 🎯

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
*Chetan Kulthe* | Backend Developer
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Читать полностью…

Data Science,ML & AI Nugget Chats

Collecting Real AI/ML Questions for Dataset (RAG + BERT Project)
Hello everyone,

I am working on an academic project focused on building an Intelligent Question Answering System using Retrieval-Augmented Generation (RAG) and BERT.

As part of this work, I am currently collecting real-world questions related to Artificial Intelligence, Machine Learning, and Deep Learning to create a high-quality dataset. The goal is to make the system better aligned with practical user queries rather than only textbook examples.

I am particularly interested in questions such as:
Conceptual doubts (e.g., overfitting, attention mechanisms)
Practical problems (e.g., low accuracy, model tuning)
Debugging issues (e.g., training not converging)
Scenario-based or “what-if” questions

Examples:

Why does my model overfit even after regularization?
What happens if the learning rate is too high?
Why is my transformer model not performing well?

If you are interested in contributing, you can submit your question here (takes less than 2 minutes and no personal data is collected):
https://docs.google.com/forms/d/e/1FAIpQLSdQeFTqqDncjZMk0L4vAs-1S1WGMPMQUmR7iHBO-RjazSwxFg/viewform?usp=dialog

Читать полностью…

Data Science,ML & AI Nugget Chats

Hello,

I am a student working on a project titled “Intelligent Question Answering System using Retrieval-Augmented Generation (RAG) and BERT.”

As part of this project, I am collecting AI/ML-related questions (such as concepts, practical issues, debugging problems, or scenario-based questions) to build a dataset that reflects real user queries.

I would like to request permission to share a short Google Form in this group where members can voluntarily submit their questions. The form:

Takes less than 2 minutes
Does not collect any personal or sensitive Information.
It is intended strictly for academic/project purposes

Please let me know if this is allowed. Thank you for your time and consideration.

Читать полностью…

Data Science,ML & AI Nugget Chats

Yet Another Google MCP — an MCP server that enables AI agents to directly perform actions in Google Workspace: send emails in Gmail, create/edit events in Calendar, manage files in Drive, run searches, work with Sheets, and execute Apps Script.Self-hosted, private, no bloat.GitHub: https://github.com/artoxem-dev/yet-another-google-mcp
Appreciate a ⭐!

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Data Science,ML & AI Nugget Chats

This chat is moving a bit fast for me right now.

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Data Science,ML & AI Nugget Chats

This conversation has taken a direction I'm not comfortable with.

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Data Science,ML & AI Nugget Chats

Thanks for the chat! Talk to you later.

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Data Science,ML & AI Nugget Chats

I need to step away from this chat for a bit.

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Data Science,ML & AI Nugget Chats

This conversation has taken a direction I'm not comfortable with.

Читать полностью…

Data Science,ML & AI Nugget Chats

I need to prioritize other commitments right now.

Читать полностью…

Data Science,ML & AI Nugget Chats

This group isn't quite what I expected.

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Data Science,ML & AI Nugget Chats

This isn't really my area of expertise.

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Data Science,ML & AI Nugget Chats

I don't think I'm the right person for this conversation.

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Data Science,ML & AI Nugget Chats

I think it's best if I leave this conversation here.

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