FreeBirds Crew - Data Science and GenAI

@UC4RZP6hNT5gMlWCm0NDzUWg - 17.5K subscribers

Welcome to FreeBirds Crew. With over 6+ years of experience in Generative AI, Large Language Models (LLMs), Machine Learning, Deep Learning, NLP, and Data Science, I’ve built and deployed AI systems that solve real-world problems at scale. Before, I worked as a Senior Data Scientist, building 100+ AI & ML projects and competing in multiple hackathons, ideathons, and AI competitions. My mission is simple: 1. Make AI, ML, and GenAI accessible to everyone. 2. Provide research paper knowledge and techniques to build production-level AI projects. 3. Grow a global community of AI builders and innovators. Disclaimer: Content is made with ChatGPT or AI tools, only for educational purposes. 📩 For collaborations, product launches, GPU reviews/unboxings, or partnerships, drop me an email at [email protected] 🌍 We Learn and Grow Together.

Home Videos Live Playlists

The DeepSeek OCR Paper [Explained] AI Can Now See Text Instead of Reading | Optical Compression

The DeepSeek OCR Paper [Explained] AI Can Now See Text Instead of Reading | Optical Compression FreeBirds Crew - Data Science and GenAI

690 views - 2 months ago

Build 9 End-to-End GenAI Projects before 2025 [ RAG + Agentic AI + LLMs ] Scalable System Design

Build 9 End-to-End GenAI Projects before 2025 [ RAG + Agentic AI + LLMs ] Scalable System Design FreeBirds Crew - Data Science and GenAI

35K views - 3 months ago

GenAI Roadmap [Ultimate AI Roadmap] 2025 | From GenAI LLMs RAG Agentic AI | Future Ready Guide

GenAI Roadmap [Ultimate AI Roadmap] 2025 | From GenAI LLMs RAG Agentic AI | Future Ready Guide FreeBirds Crew - Data Science and GenAI

2.7K views - 3 months ago

Design Spotify Recommendation Engine | How Music Recommenders Work? Scalable System Design

Design Spotify Recommendation Engine | How Music Recommenders Work? Scalable System Design FreeBirds Crew - Data Science and GenAI

969 views - 4 months ago

Squid Game X AI [Red Light, Green Light] | Machine Learning System Design + Computer Vision

Squid Game X AI [Red Light, Green Light] | Machine Learning System Design + Computer Vision FreeBirds Crew - Data Science and GenAI

747 views - 5 months ago

TCS to Google | From Manual Tester to Machine Learning Engineer | Punjab to FAANG | Tier 3 to GenAI

TCS to Google | From Manual Tester to Machine Learning Engineer | Punjab to FAANG | Tier 3 to GenAI FreeBirds Crew - Data Science and GenAI

83.9K views - 5 months ago

Netflix ML System Design [Explained] Video Recommendation System | Retriever Ranker Models

Netflix ML System Design [Explained] Video Recommendation System | Retriever Ranker Models FreeBirds Crew - Data Science and GenAI

1.5K views - 5 months ago

What is Google ADK? Build 3 AI Agent Projects | Tool Use and Memory | Better than OpenAI SDK?

What is Google ADK? Build 3 AI Agent Projects | Tool Use and Memory | Better than OpenAI SDK? FreeBirds Crew - Data Science and GenAI

1K views - 7 months ago

OpenAI SDE Coding Agent [Full Project] Build and Plan Software Development Projects | Python GPT-4o

OpenAI SDE Coding Agent [Full Project] Build and Plan Software Development Projects | Python GPT-4o FreeBirds Crew - Data Science and GenAI

606 views - 7 months ago

OpenAI Agents SDK [Explained] Build OpenAI Research Assistant Step-by-Step using Python

OpenAI Agents SDK [Explained] Build OpenAI Research Assistant Step-by-Step using Python FreeBirds Crew - Data Science and GenAI

704 views - 8 months ago

Build AI Agents That Scrape Web & Auto-Create Excel Sheets | Firecrawl API + Composio AI in Action

Build AI Agents That Scrape Web & Auto-Create Excel Sheets | Firecrawl API + Composio AI in Action FreeBirds Crew - Data Science and GenAI

1.7K views - 8 months ago

Add Memory to AI Agents with Mem0: Build Memory-Enabled Chatbots (Full Demo + Tutorial!)

Add Memory to AI Agents with Mem0: Build Memory-Enabled Chatbots (Full Demo + Tutorial!) FreeBirds Crew - Data Science and GenAI

1.2K views - 8 months ago

Gemma 3 AI Agent [Ollama + Streamlit] | Parse PDFs and URLs Locally with Python

Gemma 3 AI Agent [Ollama + Streamlit] | Parse PDFs and URLs Locally with Python FreeBirds Crew - Data Science and GenAI

857 views - 9 months ago

Multimodal AI Agent That Understands & Analyzes Normal and YouTube Videos along with Images

Multimodal AI Agent That Understands & Analyzes Normal and YouTube Videos along with Images FreeBirds Crew - Data Science and GenAI

816 views - 9 months ago

Autonomous Agentic RAG [Explained] How AI Agents Choose Database vs Web Search | Gemini Flash 2

Autonomous Agentic RAG [Explained] How AI Agents Choose Database vs Web Search | Gemini Flash 2 FreeBirds Crew - Data Science and GenAI

1.3K views - 9 months ago

Build an AI Travel Agent [GenAI Project] Find the Best Flights, Hotels & Itineraries | Gemini Flash

Build an AI Travel Agent [GenAI Project] Find the Best Flights, Hotels & Itineraries | Gemini Flash FreeBirds Crew - Data Science and GenAI

9.1K views - 10 months ago

Build an AI Agent for Medical Imaging [Full Project] MRI, X-Ray & CT Analysis | Ango Gemini Flash

Build an AI Agent for Medical Imaging [Full Project] MRI, X-Ray & CT Analysis | Ango Gemini Flash FreeBirds Crew - Data Science and GenAI

11.7K views - 10 months ago

Multi-Agent Law Firm using Agentic AI in Law [Full Project] Handle Contracts & Risks | Gemini Flash

Multi-Agent Law Firm using Agentic AI in Law [Full Project] Handle Contracts & Risks | Gemini Flash FreeBirds Crew - Data Science and GenAI

1.9K views - 10 months ago

Fitness Coach AI Agent [Full GenAI Project] Perfect Workout & Diet Planner | AGNO with Gemini Flash

Fitness Coach AI Agent [Full GenAI Project] Perfect Workout & Diet Planner | AGNO with Gemini Flash FreeBirds Crew - Data Science and GenAI

2.3K views - 10 months ago

Stock Market AI Agent [Full Project] Stock Fundamental Analysis and Ranking | Agno Gemini Flash LLM

Stock Market AI Agent [Full Project] Stock Fundamental Analysis and Ranking | Agno Gemini Flash LLM FreeBirds Crew - Data Science and GenAI

5.5K views - 10 months ago

Build a DeepSeek AI Agent Locally with Ollama and AGNO Agentic Framework | Step-by-Step Guide

Build a DeepSeek AI Agent Locally with Ollama and AGNO Agentic Framework | Step-by-Step Guide FreeBirds Crew - Data Science and GenAI

2.6K views - 10 months ago

5 Agentic AI Design Patterns [Explained] with Microsoft Autogen GenAI Projects | ReAct Multi-Agent

5 Agentic AI Design Patterns [Explained] with Microsoft Autogen GenAI Projects | ReAct Multi-Agent FreeBirds Crew - Data Science and GenAI

7K views - 10 months ago

What are AI Agents? [Explained] AI Agent Projects | Build your first AI Agents from Scratch

What are AI Agents? [Explained] AI Agent Projects | Build your first AI Agents from Scratch FreeBirds Crew - Data Science and GenAI

5.2K views - 11 months ago

Will KAG surpassed RAG? KAG [Knowledge Augmented Generation] Architecture and Working Explained

Will KAG surpassed RAG? KAG [Knowledge Augmented Generation] Architecture and Working Explained FreeBirds Crew - Data Science and GenAI

2.1K views - 11 months ago

How to Distill LLM? LLM Distilling [Explained] Step-by-Step using Python Hugging Face AutoTrain

How to Distill LLM? LLM Distilling [Explained] Step-by-Step using Python Hugging Face AutoTrain FreeBirds Crew - Data Science and GenAI

6.5K views - 11 months ago

Deepseek R1 Fine Tuning [ How to Fine Tune LLM ] Parameter Efficient Fine Tuning LORA Unsloth Ollama

Deepseek R1 Fine Tuning [ How to Fine Tune LLM ] Parameter Efficient Fine Tuning LORA Unsloth Ollama FreeBirds Crew - Data Science and GenAI

17.8K views - 1 year ago

DeepSeek R1 vs Google Gemini [Comparison] Ollama FAISS VectorDB RAG Streamlit GenAI Project Tutorial

DeepSeek R1 vs Google Gemini [Comparison] Ollama FAISS VectorDB RAG Streamlit GenAI Project Tutorial FreeBirds Crew - Data Science and GenAI

1.3K views - 1 year ago

DeepSeek R1 vs DeepSeek R1 Zero [Architecture Explained] | Run DeepSeek R1 Locally with Ollama

DeepSeek R1 vs DeepSeek R1 Zero [Architecture Explained] | Run DeepSeek R1 Locally with Ollama FreeBirds Crew - Data Science and GenAI

581 views - 1 year ago

What is DeepSeek? [Technical Report Explained] | Multi-Head Latent Attention | Mixture of Experts

What is DeepSeek? [Technical Report Explained] | Multi-Head Latent Attention | Mixture of Experts FreeBirds Crew - Data Science and GenAI

3.6K views - 1 year ago

Google Titans [Explained]: Learning to Memorize at Test Time | NLP Transformers 2.0 | End of LLMs?

Google Titans [Explained]: Learning to Memorize at Test Time | NLP Transformers 2.0 | End of LLMs? FreeBirds Crew - Data Science and GenAI

5.4K views - 1 year ago

GenAI QNA Chatbot with Blog URL and PDF Using LangChain RAG and Google Gemini Pro LLM | Streamlit UI

GenAI QNA Chatbot with Blog URL and PDF Using LangChain RAG and Google Gemini Pro LLM | Streamlit UI FreeBirds Crew - Data Science and GenAI

2.5K views - 1 year ago

GenAI RAG Teaching Assistant with LangChain and ChromaDB | Multiple LLMs QWEN - PHI2 - Mistral

GenAI RAG Teaching Assistant with LangChain and ChromaDB | Multiple LLMs QWEN - PHI2 - Mistral FreeBirds Crew - Data Science and GenAI

2K views - 1 year ago

GenAI RAG LLM Retrieval Strategies and Algorithms | Ranking Algorithms | Learn RAG from Scratch

GenAI RAG LLM Retrieval Strategies and Algorithms | Ranking Algorithms | Learn RAG from Scratch FreeBirds Crew - Data Science and GenAI

1.8K views - 1 year ago

GenAI Vector Embeddings Explained: Create, Store, Search | ChromaDB & FAISS | Learn RAG from Scratch

GenAI Vector Embeddings Explained: Create, Store, Search | ChromaDB & FAISS | Learn RAG from Scratch FreeBirds Crew - Data Science and GenAI

3.9K views - 1 year ago

RAG Chunking Strategies [Top 11] | Semantic Chunking to LLM Chunking | Learn RAG from Scratch

RAG Chunking Strategies [Top 11] | Semantic Chunking to LLM Chunking | Learn RAG from Scratch FreeBirds Crew - Data Science and GenAI

10.7K views - 1 year ago

⁣What is Retrieval-Augmented Generation (RAG)? | Why LLMs Hallucinate? | Learn RAG from the Scratch

⁣What is Retrieval-Augmented Generation (RAG)? | Why LLMs Hallucinate? | Learn RAG from the Scratch FreeBirds Crew - Data Science and GenAI

4.9K views - 1 year ago

GenAI Sentiment Analysis [ Better then NLTK, TextBlob - LLM ] | Word2Vec Embeddings | GenAI Project

GenAI Sentiment Analysis [ Better then NLTK, TextBlob - LLM ] | Word2Vec Embeddings | GenAI Project FreeBirds Crew - Data Science and GenAI

1.6K views - 1 year ago

GenAI Hyperpersonalization with Machine Learning and LLM for Insights | Recommendation Engine

GenAI Hyperpersonalization with Machine Learning and LLM for Insights | Recommendation Engine FreeBirds Crew - Data Science and GenAI

2.2K views - 1 year ago

GenAI Income Tax Optimization [India 2024 Tax Slabs] | LLM + RAG ChromaDB | Zypher 7B LLM

GenAI Income Tax Optimization [India 2024 Tax Slabs] | LLM + RAG ChromaDB | Zypher 7B LLM FreeBirds Crew - Data Science and GenAI

6.3K views - 1 year ago

GenAI Financial Portfolio Optimization [Mutual Funds & Stocks] | LLM + RAG | Zypher 7B LLM [Mistral]

GenAI Financial Portfolio Optimization [Mutual Funds & Stocks] | LLM + RAG | Zypher 7B LLM [Mistral] FreeBirds Crew - Data Science and GenAI

2.9K views - 1 year ago

GenAI Financial Synthetic Data Generator [Mimic Your Data] | LLM + RAG [ Zypher 7B LLM ] Mistral LLM

GenAI Financial Synthetic Data Generator [Mimic Your Data] | LLM + RAG [ Zypher 7B LLM ] Mistral LLM FreeBirds Crew - Data Science and GenAI

2.4K views - 1 year ago

GenAI 75 Hard Completed [Consolidated] | Theory and Code | Open Source LLMs and Langchain Projects

GenAI 75 Hard Completed [Consolidated] | Theory and Code | Open Source LLMs and Langchain Projects FreeBirds Crew - Data Science and GenAI

13.6K views - 1 year ago

GenAI Financial Recommendation Engine | LLM + RAG ChromaDB [ Zypher 7B LLM ] Mistral LLM

GenAI Financial Recommendation Engine | LLM + RAG ChromaDB [ Zypher 7B LLM ] Mistral LLM FreeBirds Crew - Data Science and GenAI

6.5K views - 1 year ago

GenAI Financial Chatbot | Building LLM + RAG Framework [ Zypher 7B LLM ] Mistral LLM | Hugging Face

GenAI Financial Chatbot | Building LLM + RAG Framework [ Zypher 7B LLM ] Mistral LLM | Hugging Face FreeBirds Crew - Data Science and GenAI

6.6K views - 1 year ago

GenAI Financial Default Prediction | Building RAG Framework [ Zypher 7B LLM ] and Hugging Face

GenAI Financial Default Prediction | Building RAG Framework [ Zypher 7B LLM ] and Hugging Face FreeBirds Crew - Data Science and GenAI

1.7K views - 1 year ago

GenAI Financial Fraud Detection | Building RAG Framework using Hugging Face [ Zypher 7B LLM ]

GenAI Financial Fraud Detection | Building RAG Framework using Hugging Face [ Zypher 7B LLM ] FreeBirds Crew - Data Science and GenAI

5.3K views - 1 year ago

GenAI Financial Advisor | Building Investment Strategies using GenAI [ LLM + RAG ] Python Langchain

GenAI Financial Advisor | Building Investment Strategies using GenAI [ LLM + RAG ] Python Langchain FreeBirds Crew - Data Science and GenAI

3.2K views - 1 year ago

GenAI Financial News Summarizer to Prediction Stock Market Sentiment [ LLM + RAG ] Python Langchain

GenAI Financial News Summarizer to Prediction Stock Market Sentiment [ LLM + RAG ] Python Langchain FreeBirds Crew - Data Science and GenAI

3.2K views - 1 year ago

GenAI Financial Report Building [ LLM + RAG ] using API Data with Python and Langchain

GenAI Financial Report Building [ LLM + RAG ] using API Data with Python and Langchain FreeBirds Crew - Data Science and GenAI

7.3K views - 1 year ago

Day 75/75 LLM Evaluation Metrics [Explained] using HELM Framework | LLM Benchmarks | Python GenAI

Day 75/75 LLM Evaluation Metrics [Explained] using HELM Framework | LLM Benchmarks | Python GenAI FreeBirds Crew - Data Science and GenAI

1.1K views - 1 year ago

Day 72/75 Hugging Face LLM Evaluation Framework [Explained] | BLEU ROUGE HELM | Python GenAI

Day 72/75 Hugging Face LLM Evaluation Framework [Explained] | BLEU ROUGE HELM | Python GenAI FreeBirds Crew - Data Science and GenAI

1.5K views - 1 year ago

Day 71/75 How to Evaluate LLM? GenAI LLM Evaluation Framework [Explained] LLM Evaluation Metrics

Day 71/75 How to Evaluate LLM? GenAI LLM Evaluation Framework [Explained] LLM Evaluation Metrics FreeBirds Crew - Data Science and GenAI

1.2K views - 1 year ago

Day 68/75 Meta LLAMA 3 Fine Tuning [ Explained ] ORPO Fine Tuning + LORA and QLORA | Python GenAi

Day 68/75 Meta LLAMA 3 Fine Tuning [ Explained ] ORPO Fine Tuning + LORA and QLORA | Python GenAi FreeBirds Crew - Data Science and GenAI

1.7K views - 1 year ago

Day 65/75 LLM Quantization Techniques [GPTQ - AWQ - BitsandBytes NF4] Python | Hugging Face GenAI

Day 65/75 LLM Quantization Techniques [GPTQ - AWQ - BitsandBytes NF4] Python | Hugging Face GenAI FreeBirds Crew - Data Science and GenAI

1.4K views - 1 year ago

Day 64/75 What is 1Bit LLM? 1.58Bit LLM of Microsoft [Most Efficient Quantization Technique] GenAI

Day 64/75 What is 1Bit LLM? 1.58Bit LLM of Microsoft [Most Efficient Quantization Technique] GenAI FreeBirds Crew - Data Science and GenAI

411 views - 1 year ago

Day 63/75 What is LLM Quantization? Types of Quantization [Explained] Affine and Scale Quantization

Day 63/75 What is LLM Quantization? Types of Quantization [Explained] Affine and Scale Quantization FreeBirds Crew - Data Science and GenAI

550 views - 1 year ago

Day 62/75 Why INT1 INT4 not used in LLM Quantization | What are Accumulation Data Types? GenAI

Day 62/75 Why INT1 INT4 not used in LLM Quantization | What are Accumulation Data Types? GenAI FreeBirds Crew - Data Science and GenAI

310 views - 1 year ago

Day 61/75 LLM Quantization | How Accuracy is maintained? | How FP32 and INT8 calculations same?

Day 61/75 LLM Quantization | How Accuracy is maintained? | How FP32 and INT8 calculations same? FreeBirds Crew - Data Science and GenAI

575 views - 1 year ago

Day 60/75 LLM Quantization to Convert Float32 to Int8 | LLM Evaluation Framework | Scalable LLM

Day 60/75 LLM Quantization to Convert Float32 to Int8 | LLM Evaluation Framework | Scalable LLM FreeBirds Crew - Data Science and GenAI

577 views - 1 year ago

Day 51/75 Chat with Images or Graphs with [Google Vision Pro LLM] Build Streamlit App using Python

Day 51/75 Chat with Images or Graphs with [Google Vision Pro LLM] Build Streamlit App using Python FreeBirds Crew - Data Science and GenAI

419 views - 1 year ago