FreeBirds Crew - Data Science and GenAI
Hi, I’m Simranjeet Singh — currently a Machine Learning Software Engineer at Google.
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 joining Google, I worked as a Senior Data Scientist, building 100+ AI & ML projects and competing in multiple hackathons, ideathons, and AI competitions. Along the way, I’ve mentored students, engineers, and professionals, helping them to shift their careers into Data Science.
My mission is simple:
1. Make AI, ML, and GenAI accessible to everyone.
2. Help you crack ML interviews and build production-level AI projects.
3. Grow a global community of AI builders and innovators.
📩 For collaborations, product launches, GPU reviews/unboxings, or partnerships — drop me an email at [email protected]
🌍 We Learn and Grow Together.

Разработка рекомендательного движка Spotify | Как работают музыкальные рекомендатели? Интервью с ...
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Squid Game X AI [Red Light, Green Light] | Machine Learning System Design + Computer Vision

TCS to Google | From Manual Tester to Machine Learning Engineer | Punjab to FAANG | Tier 3 to GenAI
![Netflix & YouTube ML System Design [Explained] Video Recommendation System | Retriever Ranker Models](https://ricktube.ru/thumbnail/0aqbVJKFNtI/mqdefault.jpg)
Netflix & YouTube ML System Design [Explained] Video Recommendation System | Retriever Ranker Models
![ML System Design [Framework] Answer in a structured way | FAANG/MAANG level Machine Learning Round](https://ricktube.ru/thumbnail/ehpos02OHxI/mqdefault.jpg)
ML System Design [Framework] Answer in a structured way | FAANG/MAANG level Machine Learning Round
![FAANG ML: Clarifying Questions [ML System Design Interviews]](https://ricktube.ru/thumbnail/23hCAT7nRrM/mqdefault.jpg)
FAANG ML: Clarifying Questions [ML System Design Interviews]
![ML System Design [Explained] | Why 80% Fail ML Google or Meta Interviews? | Secrets to Crack FAANG](https://ricktube.ru/thumbnail/gTNUddcefOA/mqdefault.jpg)
ML System Design [Explained] | Why 80% Fail ML Google or Meta Interviews? | Secrets to Crack FAANG

What is Google ADK? Build 3 AI Agent Projects | Tool Use and Memory | Better than OpenAI SDK?
![OpenAI SDE Coding Agent [Full Project] Build and Plan Software Development Projects | Python GPT-4o](https://ricktube.ru/thumbnail/0UZCEOnhXG4/mqdefault.jpg)
OpenAI SDE Coding Agent [Full Project] Build and Plan Software Development Projects | Python GPT-4o
![OpenAI Agents SDK [Explained] Build OpenAI Research Assistant Step-by-Step using Python](https://ricktube.ru/thumbnail/2XUU7px9jQ4/mqdefault.jpg)
OpenAI Agents SDK [Explained] Build OpenAI Research Assistant Step-by-Step using Python

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

Add Memory to AI Agents with Mem0: Build Memory-Enabled Chatbots (Full Demo + Tutorial!)
![Gemma 3 AI Agent [Ollama + Streamlit] | Parse PDFs and URLs Locally with Python](https://ricktube.ru/thumbnail/qm9frEHE9l4/mqdefault.jpg)
Gemma 3 AI Agent [Ollama + Streamlit] | Parse PDFs and URLs Locally with Python

Multimodal AI Agent That Understands & Analyzes Normal and YouTube Videos along with Images
![Autonomous Agentic RAG [Explained] How AI Agents Choose Database vs Web Search | Gemini Flash 2](https://ricktube.ru/thumbnail/BEBJrVMBvCw/mqdefault.jpg)
Autonomous Agentic RAG [Explained] How AI Agents Choose Database vs Web Search | Gemini Flash 2
![Создайте турагента на базе искусственного интеллекта [Проект GenAI] Найдите лучшие авиабилеты, от...](https://ricktube.ru/thumbnail/OACqJpzb9P0/mqdefault.jpg)
Создайте турагента на базе искусственного интеллекта [Проект GenAI] Найдите лучшие авиабилеты, от...
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Build an AI Agent for Medical Imaging [Full Project] MRI, X-Ray & CT Analysis | Ango Gemini Flash
![Multi-Agent Law Firm using Agentic AI in Law [Full Project] Handle Contracts & Risks | Gemini Flash](https://ricktube.ru/thumbnail/QiQjbY5fOxc/mqdefault.jpg)
Multi-Agent Law Firm using Agentic AI in Law [Full Project] Handle Contracts & Risks | Gemini Flash
![Fitness Coach AI Agent [Full GenAI Project] Perfect Workout & Diet Planner | AGNO with Gemini Flash](https://ricktube.ru/thumbnail/uF3cJOoM6R8/mqdefault.jpg)
Fitness Coach AI Agent [Full GenAI Project] Perfect Workout & Diet Planner | AGNO with Gemini Flash
![Stock Market AI Agent [Full Project] Stock Fundamental Analysis and Ranking | Agno Gemini Flash LLM](https://ricktube.ru/thumbnail/9dvw_B0A2Nk/mqdefault.jpg)
Stock Market AI Agent [Full Project] Stock Fundamental Analysis and Ranking | Agno Gemini Flash LLM

Build a DeepSeek AI Agent Locally with Ollama and AGNO Agentic Framework | Step-by-Step Guide
![5 Agentic AI Design Patterns [Explained] with Microsoft Autogen GenAI Projects | ReAct Multi-Agent](https://ricktube.ru/thumbnail/5wKT4rO86kw/mqdefault.jpg)
5 Agentic AI Design Patterns [Explained] with Microsoft Autogen GenAI Projects | ReAct Multi-Agent
![Что такое агенты ИИ? [Объяснение] Проекты агентов ИИ | Создайте своих первых агентов ИИ с нуля](https://ricktube.ru/thumbnail/fJZd6gtXCV4/mqdefault.jpg)
Что такое агенты ИИ? [Объяснение] Проекты агентов ИИ | Создайте своих первых агентов ИИ с нуля
![Will KAG surpassed RAG? KAG [Knowledge Augmented Generation] Architecture and Working Explained](https://ricktube.ru/thumbnail/G7zBwhstKho/mqdefault.jpg)
Will KAG surpassed RAG? KAG [Knowledge Augmented Generation] Architecture and Working Explained
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Как получить степень магистра права? Получение степени магистра права [с пояснениями] Пошаговое р...
![Deepseek R1 Fine Tuning [ How to Fine Tune LLM ] Parameter Efficient Fine Tuning LORA Unsloth Ollama](https://ricktube.ru/thumbnail/DM-kAwsFf1U/mqdefault.jpg)
Deepseek R1 Fine Tuning [ How to Fine Tune LLM ] Parameter Efficient Fine Tuning LORA Unsloth Ollama
![DeepSeek R1 vs Google Gemini [Comparison] Ollama FAISS VectorDB RAG Streamlit GenAI Project Tutorial](https://ricktube.ru/thumbnail/cx10zFLSpHw/mqdefault.jpg)
DeepSeek R1 vs Google Gemini [Comparison] Ollama FAISS VectorDB RAG Streamlit GenAI Project Tutorial
![DeepSeek R1 vs DeepSeek R1 Zero [Architecture Explained] | Run DeepSeek R1 Locally with Ollama](https://ricktube.ru/thumbnail/iFMUTXEym-U/mqdefault.jpg)
DeepSeek R1 vs DeepSeek R1 Zero [Architecture Explained] | Run DeepSeek R1 Locally with Ollama
![What is DeepSeek? [Technical Report Explained] | Multi-Head Latent Attention | Mixture of Experts](https://ricktube.ru/thumbnail/0sW-oWuHxX4/mqdefault.jpg)
What is DeepSeek? [Technical Report Explained] | Multi-Head Latent Attention | Mixture of Experts
![Google Titans [Explained]: Learning to Memorize at Test Time | NLP Transformers 2.0 | End of LLMs?](https://ricktube.ru/thumbnail/BDEVbqmrarc/mqdefault.jpg)
Google Titans [Explained]: Learning to Memorize at Test Time | NLP Transformers 2.0 | End of LLMs?