#genai Development Tutorials & Tips | Roast Dev

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Career Companion: A GenAI-Powered Assistant for College Students

🎓 Career Companion is an interactive GenAI-powered assistant designed to help college students with personalized career guidance, course suggestions, and tech pathway insights — all powered by cu...

20.04.2025 0 Read More

📸 GenAI Malmö Photo Concierge: Personalized Travel Photography with Gemini AI

This blog post is about my submission to Gen AI Intensive Course Capstone 2025Q1 💡 Idea I wanted to explore the idea of getting personalized photo spot recommendations based on your interes...

20.04.2025 0 Read More

Building a RAG-Powered Self-Improving Trading Department with LangGraph

Imagine walking into a trading floor that runs itself. Analysts don’t sleep, they never get tired, and they learn from their mistakes. Sounds sci-fi? Not anymore.In this post, we’ll build a RAG-po...

20.04.2025 0 Read More

🐾 Building a PetCare AI Assistant with Gemini and RAG

🚀 Overview As part of the Gen AI Intensive Course by Google & Kaggle, I built a PetCare AI Assistant — a conversational tool that helps pet owners get structured health advice based ...

20.04.2025 0 Read More

Your GenAI-git trainer

For the final Capstone project of the 5-Day GenAI Intensive Course (Q1 2025), we were asked to create a Kaggle notebook.After some initial testing with a chat instance using google-api.genai, the proj...

20.04.2025 0 Read More

Chef Salt & Chef Pepper: Gemini-Powered Chef Assistants

After a long day of work, anyone would be hungry and either decide to cook at home or go out to eat. Most people that end up deciding to cook at home have a generally good idea of what to make for din...

20.04.2025 0 Read More

How I Built a GenAI Workout Coach Using JSON + Few-shot Prompting

Why This Project? As someone passionate about fitness and fascinated by the power of Generative AI, I set out to build something that could benefit both gym regulars and beginners: a personalized work...

21.04.2025 0 Read More

Generative AI vs Large Language Models LLMs | Understanding the Difference

In recent years, the fields of artificial intelligence (AI) & machine learning (ML) have witnessed major progress, especially with the rise of Generative AI and Large Language Models (LLMs). Alth...

21.04.2025 0 Read More

What-If Story Generator: Building a Narrative Assistant with RAG

https://www.kaggle.com/code/shomayato/2025-04-19-capstone-compose From 'What If?' to Outline: My Gen AI Capstone Project Using RAG Have you ever had a cool "What if...?" idea pop into your ...

21.04.2025 0 Read More

GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

This will be a quick post. I've ran the recent OpenAI models through LLM Chess eval: o4-mini and o3 demonstrate solid chess performance and instruction following GPT 4.1 didn't qualify due to multiple...

21.04.2025 0 Read More

Career Companion: A GenAI-Powered Assistant for College Students

📸 GenAI Malmö Photo Concierge: Personalized Travel Photography with Gemini AI

Building a RAG-Powered Self-Improving Trading Department with LangGraph

🐾 Building a PetCare AI Assistant with Gemini and RAG

Your GenAI-git trainer

Chef Salt & Chef Pepper: Gemini-Powered Chef Assistants

How I Built a GenAI Workout Coach Using JSON + Few-shot Prompting

Generative AI vs Large Language Models LLMs | Understanding the Difference

What-If Story Generator: Building a Narrative Assistant with RAG

GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

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