🌟 Put Your First Project in the Spotlight!

[ghostinhershell]

Hey there, GitHub community! 👋

Are you new to GitHub? Have you recently created your first project and are excited to share it with the world? We want to hear from you!

Starting a new project can be both thrilling and a bit daunting, but every great developer starts somewhere. Whether it's a simple "Hello World" script, a fun personal website, a creative game, or a unique solution to a problem, your project matters, and we'd love to showcase it!

Each week, for the month of September, our team will choose one developer and their project to highlight for the rest of the community. This highlight post will be pinned to the New to GitHub category and will put a spotlight on you and your project!

👉 How to Share Your Project:

1. Post a link to your repository in the comments below.
2. Include a brief description of your project and what inspired you to create it.
3. Don't forget to add any special features or challenges you faced!
4. Finally, don't forget to share a little about yourself as well! What brings you to GitHub? What are your goals? Etc! If you and your project are chosen for our Spotlight post, the information you share here will be shared with the rest of the community as well 🎤

By sharing your first project, you can:

• Get valuable feedback from fellow developers.
• Gain visibility and connect with like-minded individuals.
• Learn and grow through constructive suggestions and support from the community.
• Earn your own dedicated spotlight post that will be pinned in the New to GitHub community ⭐

Not sure if you should share your project? Just remember, no matter how big or small, each contribution is a step towards becoming a better developer. So, don't be shy—share your hard work with us! Let's celebrate your first steps!

Looking forward to seeing your amazing creations! 🚀

Happy coding! 💻

[Injamul2k24]

Thanks for you guidance

[Annishivakumara]

https://github.com/Annishivakumara/clocky_Arduino
🕰️ Project Overview: This project features an innovative alarm clock system built using Arduino, an OLED display, and a moving system called "Clocky." The combination of these components results in a unique and functional alarm clock with a visually appealing and interactive design.

[ghostinhershell]

Thanks so much for sharing @Annishivakumara! Do you mind creating a separate comment for this project under this post so that I can ask some follow-up questions?

[Injamul2k24]

Repo : https://github.com/Injamul2k24/Movie-recommendation-system-

This project is a Movie Recommendation System built using Python, Numpy, Pandas, Scikit-learn, and Matplotlib. The system leverages machine learning techniques to suggest movies based on the user's preferences. The front-end interface is developed using the Streamlit library, providing an interactive and user-friendly experience.

Features
Content-Based Filtering:
Recommends movies similar to the ones a user likes based on movie metadata.
Data Handling:
Efficiently processes and analyzes large datasets using Pandas.
Vectorization:
Utilizes the CountVectorizer from Scikit-learn to convert movie descriptions into vectors for similarity calculations.
Similarity Calculation:
Employs cosine similarity to find movies that are most similar to the user's selected movie.
Visualization:
Matplotlib is used for visual representations of data and recommendations.
Interactive UI:
A clean and intuitive user interface powered by Streamlit, allowing users to search for movies and get instant recommendations.

How to Run
Clone the repository to your local machine.

Install the required dependencies using pip install -r requirements.txt.

Run the Streamlit app using the command streamlit run app.py.
Open your browser and go to http://localhost:8888/tree to interact with the recommendation system.

Dataset
The dataset used in this project is publicly available from IMDb, containing metadata of thousands of movies, including titles, genres, overviews, and popularity metrics. This rich dataset allows the recommendation system to generate personalized movie suggestions based on a variety of factors.

[Manaskhurana]

Hello shadows , i have make a fun website for Anime lover of its a wallpapers app and website if any bug is found in my website please message me

https://www.animepixels.com/

[ogcae]

rethinking badges in 2025 — this is my “badge.io but modern” view: minimal, clean, editable SVGs — no external deps
https://github.com/ogcae/lastrepos

[loujr]

Side Fun Project - Forward2 A URL Shortener

Repo: https://github.com/loujr/forward2

Forward2 is a url shortener that takes long links and makes them shorter similar to any service you would find online. Everyone aspires to have living, useful code. I wanted to make my barrier of entry very low. This started out as a simple print to file minimal viable project and has ballooned to increasingly complex functionality. This project now utilizes two separate python services one to generate short links and the other to redirect you to the correct page. I have split the components to an API with the option of adding UI elements later. This is further integrated with another project you can find on my profile called MikeTysonBot.

I am a GitHub Staff member who works in our Ecosystems Teams. My speciality is API and integration hence why this program has API components. My goal is to work more on our platform development and continue to contribute code to our monolith.

[ghostinhershell]

Thanks so much for sharing @loujr! 🚀

[MikeyBeez]

Hello GitHub community!
As a retired technical architect, I'm dedicating my final years to contributing to the rapid progress of AI research. I'm excited to share my latest project, Ollama Agents, https://github.com/MikeyBeez/Ollama_Agents a repository that leverages free components for AI agent development.
What sets this project apart is its focus on local development, utilizing Ollama and Llama 3.1 8B to create a remarkably intelligent agent. The smart_agent.py program is capable of tackling complex research projects with impressive results.
I'd love for you to explore the repository and share your thoughts:
Unlike other frameworks like Crew or Langchain, Ollama Agents is designed specifically for local development, offering a unique approach to AI agent development.
Your feedback and suggestions are invaluable in helping me refine this project. Let's work together to accelerate AI advancements!
Feel free to modify it if you'd like, and I hope you get some great feedback on your project! https://github.com/MikeyBeez/Ollama_Agents

[ghostinhershell]

Love this, thank you for sharing @MikeyBeez!!! 🌮

[MikeyBeez]

I'm glad you like it. I think it's a unique project, because it doesn't require any paid cloud services. Most big projects are backed by for-profit AI companies. But AI is too important to be just for the wealthy. I'm not aware of any agent frameworks like mine. BTW, today I added a graph knowledgebase.

[PIYUSH1525]

love this

[ogcae]

I wanted ultra-minimal GitHub cards with OKLCH tokens — this is my personal dark preset in production
https://github.com/ogcae/lastrepos

[gm3dmo]

I've a little project that showcases the GitHub API's. It's called The Power it's useful for teaching, learning and demonstrating how GitHub's API's work. The idea is to keep things simple by demonstrating an API endpoint in a single script such as create-repo.sh

[ghostinhershell]

Thanks so much for sharing @gm3dmo! For anyone interested in getting started with The Power, check out @loujr's post here: The Power: Scripts for Comprehensive Automated API Testing 🚀

[MikeyBeez]

Thanks, @gm3dmo. This may come in handy. I plan on having my agent write code eventually, so interacting with github is a necessity.

[OlaiwonAbdullahi]

I just finished building a replica of
Swyft Pay
Website using React JS and TailwindCSS!🎉

https://github.com/OlaiwonAbdullahi/SwyftPay-Replicate

[ghostinhershell]

Love seeing the progress here, kudos to you @OlaiwonAbdullahi! 🎉

[PIYUSH1525]

nice

[prince272]

👋 Hey GitHub community!

I’m excited to share my latest project: NextSolution V2! 🚀

Project Overview:
NextSolution V2 is a starter template that integrates an ASP.NET API 🖥️, Next.js (React) 🌐, and Expo (React Native) 📱. It’s crafted to provide a robust foundation for full-stack application development with dynamic APIs and responsive web and mobile interfaces.

What Inspired Me:
After the initial release of the NextSolution template on NuGet, I saw a steady rise in both NuGet downloads and GitHub stars. The positive feedback motivated me to develop V2, featuring an enhanced codebase and improved organizational patterns.

Special Features:

✨ ExpoApp Project:

• Added ExpoApp with React Native Paper and NativeWind.
• Customizable sign-up, sign-in, and reset-password screens.
• Integrated Prettier for consistent code formatting.

✨ NextApp Project:

• Added NextUI for UI components and Prettier for code formatting.
• Customizable sign-up, sign-in, and reset-password modals.

✨ WebApi Project:

• Implemented IdentityController and configured Ngrok.
• Added Twilio and MailKit for communication services.
• Integrated RazorViewRender for HTML views, OAuth for authentication, and JWT-based authentication.

🔄 Updates:

• Refined project structure to better support modular and technology-specific needs.

Getting Started:

1. Install the template: dotnet new --install NextSolution.Template::2.0.0
2. Create a new project: dotnet new nextsln -o YourProjectName --include-expo --include-next --configure-ngrok

For more details, check out the GitHub repository. If you find it valuable, please consider giving it a star ⭐!

About Me:
I’m Prince, a developer passionate about creating full-stack applications and exploring new technologies. I’m here on GitHub to connect with fellow developers, share knowledge, and collaborate on exciting projects. My goal is to continue building tools that make development easier and more enjoyable.

Looking forward to your feedback and engaging with the GitHub community!

Happy coding! 💻

[Fabii-p]

Hey guys!
This is my first project: https://github.com/Fabii-p/projeto-imersao-alura
I'm a lawyer, and just started learning about dev six days ago.
Feel free to contact me and sand me any suggestions on How to improve my project.

[lunalobos]

Nice, it seems you use pure JS, HTML, and CSS. I recommend that the next step be learning Vue and Tailwind.

[Fabii-p]

Thank you for your feedback... I'l definitly look It up.

[ghostinhershell]

This is a beautiful project, thank you so much for sharing @Fabii-p, kudos to you for starting a new path and we're all really excited to see where this journey will take you 🚀

[Fabii-p]

Thank you so much, I'm very excited too.

[LikhithaKakuluri]

https://github.com/LikhithaKakuluri/My_Portfolio

A Beautiful Portfolio with enhanced feature , everybody can go through it , and provide me your valuable feedback .

[lunalobos]

Wow, it looks awesome! that’s a serious flex. Just a few minor observations: maybe the background could be a bit smoother (something like this) and you could prevent the skills from covering the navigation bar by using a different z-index for the navbar class.

[LikhithaKakuluri]

thanks for your valuable words. i will make sure to change

[ghostinhershell]

Love to see the collaboration here! Thanks so much for sharing @LikhithaKakuluri and thanks so much for lending a helping hand @lunalobos! 🌮

[lunalobos]

chessapi4j

Hi! I started this project last year and have been improving it, fixing errors and bugs along the way. This year, I picked it up again and made several improvements. It is a Java library that allows you to work with chess-related operations.

The library includes features like verifying legal positions and legal moves, working with PGN files, generating legal moves from a given position, and handling FEN strings.

Since chess is a game, many natural abstractions arise. Developing a relatively fast move generator was particularly challenging (I believe Java can't offer much more speed), while also ensuring it passed the standard unit tests for a move generator. The library includes many features, and perhaps I'm not doing a good job of describing them all.

I am just an amateur programmer, and I wrote this library because I wanted to create a server for an online chess website. As I started, I realized it was better to develop it as a separate project from the server, and then I realized it didn't have to be proprietary software, so I decided to share it, which led me to GitHub in the first place.

[Husnainmirza0071]

03257531376 jazzcash Sent from my Galaxy -------- Original message --------From: lunalobos ***@***.***> Date: 09/09/2024 1:04 am (GMT+05:00) To: community/community ***@***.***> Cc: Husnainmirza0071 ***@***.***>, Comment ***@***.***> Subject: Re: [community/community] 🌟 Put Your First Project in the Spotlight! (Discussion #137746) Wow, it looks awesome! that’s a serious flex. Just a few minor observations: maybe the background could be a bit smoother (something like this) and you could prevent the skills from covering the navigation bar by using a different z-index for the navbar class. —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: ***@***.***>

[Husnainmirza0071]

Sent from my ***@***.*** -------- Original message --------From: lunalobos ***@***.***> Date: 09/09/2024 1:04 am (GMT+05:00) To: community/community ***@***.***> Cc: Husnainmirza0071 ***@***.***>, Comment ***@***.***> Subject: Re: [community/community] 🌟 Put Your First Project in the Spotlight! (Discussion #137746) Wow, it looks awesome! that’s a serious flex. Just a few minor observations: maybe the background could be a bit smoother (something like this) and you could prevent the skills from covering the navigation bar by using a different z-index for the navbar class. —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you commented.Message ID: ***@***.***>

[jayantur13]

Hello, community.

I recently made a GitHub Bot named OctoPaji (refers to Github's Octo and Paji is Indian, Punjabi term meaning brother).

The bot posts gif on various Github events in a repository like opening and closing issue and PR, search for similar issue/PR, auto assign a maintainer and label the issue for now.

I am thinking of adding more. You can checkout the project in OctoPaji - GitHub Bot in GitHub Marketplace. Shoutout to @ThisIs-Developer for guiding me on the GitHub Marketplace Publishing Issue. You can also checkout more of projects in my GitHub profile.

Thanks for your attention.

[ThisIs-Developer]

I appreciate it! Keep up the great work

[ghostinhershell]

Thanks so much for sharing @jayantur13 and shout out to @ThisIs-Developer for lending a helping hand to a fellow developer! 🚀

[tarikrital]

Astroboard the Umbraco dashboard

Repo: https://github.com/wpplumber/astroboard

Get insights of your contents, assets and members while using the friendly CMS.

No special blockers except Angular JS used by the CMS for services.

I'm a web programmer focused on Front-end with experience in developing Umbraco websites and packages also web apps using Tailwind CSS, SPA and PWA in Vue (+ Quasar Framework, Vuetify), AstroJS.

Professional aligned with agile methodology. 📆

[vaishaliisingh]

Hello Everyone! My name is vaishali singh, i am a student from India and i recently made a project on simple blockchain implementations.

project repo link: https://github.com/vaishaliisingh/Blockchain-fundamentals

Project Description:
This project is a basic implementation of a blockchain using Python. The blockchain system includes essential features like creating blocks, managing transactions, and implementing a simple Proof of Work algorithm. The project demonstrates how a blockchain can be structured and maintained, showcasing key concepts such as mining, hashing, and validation.

Key Features:
Genesis Block Creation: The blockchain starts with a genesis block, which is the first block in the chain.
New Block Generation: Users can mine new blocks by solving a computational problem, adding them to the chain.
Transaction Management: The system allows users to create and store transactions, which are included in the next mined block.
Proof of Work: A basic Proof of Work algorithm is implemented, requiring miners to find a valid hash with specific characteristics (e.g., starting with four leading zeros).
Blockchain Validation: The blockchain can be validated by checking that each block’s hash and the previous block’s hash are consistent and correctly calculated.

How It Works:
The blockchain begins with the creation of the genesis block.
Users can add transactions, which are stored in a list until a new block is mined.
When mining a block, the Proof of Work algorithm requires finding a nonce that generates a valid hash.
Once mined, the block is added to the blockchain, and the transactions are cleared for the next block.
A simple validation method ensures the integrity of the entire blockchain by checking the hashes of all blocks.

Technologies Used:
Python
Hashlib for SHA-256 hashing
JSON for encoding block data
Basic concepts of blockchain, including Proof of Work and transaction handling

This project serves as a foundational demonstration of how blockchain technology works, making it an excellent starting point for understanding more complex blockchain systems and applications.

[TarikTornes]

fan_control (https://github.com/TarikTornes/fan_control)

Hey everyone I am an undergrad student from Luxembourg and I am new to the OpenSource world and to C and therefore decided to create a small project which is a daemon called fan_control.

It started when I wanted to build my own little DIY homeserver with a Raspberry Pi 4B, and decided to cool it with a small cooling system which uses a fan. It bothered me that the only option was to run it permanently on full speed, so I decided to build my own little project in order to fix my issue and improve my C knowledge by coding a small daemon which checks the temperature of the Raspi and adjusts the fan speed according to the temperature.

I am sharing it with you to hopefully get feedback and suggestion according to my style of coding, efficiency and everything about creating a OpenSource project, since I am quite new to this.

Feel free to give me feedback of any kind, wether it is a comment below or as an issue on my repo.
You can find the project here

PS: You can also give feedback to my other repos.

[gake572]

Repo: https://github.com/gake572/airguard

About my project: AirGuard is a crowdsourced, real-time air-quality monitoring and forecasting platform. It lets anyone deploy low-cost PM2.5/NO₂/O₃ sensors, stream data via MQTT or HTTP webhooks, and visualize hyper-local pollution on an interactive Leaflet map. Under the hood, a TimescaleDB time-series database powers historical queries, and Prophet-based ML forecasts generate 24-hour pollution predictions with uncertainty bands.

Special Features & Challenges:

• Live Map & Dashboard: interactive filter by time, location, pollutant type, with retry-enabled TileLayer and fallback tiles.

• Automated Alerts: threshold-based SMS/email notifications when pollution spikes.

• ML Forecasting: hourly forecasts using Facebook’s Prophet, plus a simple clustering prototype for hotspot detection.

• Toughest Hurdle: integrating high-frequency MQTT ingestion with TimescaleDB without data loss, and then wiring that into a responsive React + Plotly frontend.

About Me!: I’m a Data Engineer building environmental sensing platforms in my free time. I joined GitHub to collaborate on real-world data challenges and share the end-to-end code that powers IoT-to-dashboard workflows. My goal is to make high-quality air-quality insights accessible to every community—and to learn more about scalable real-time systems along the way!

Thank you sooooo much, please feel free to reach out!!

[Rishibharaj]

Hello All,
I am excited to share my first project on GitHub - Keyword_Based_Correspondence_Classification
(https://github.com/Rishibharaj/Keyword_Based_Correspondence_Classification)

A Lightweight, Auditable Framework for Categorizing Consumer Communications in Restricted Environments

Overview: This project introduces a lightweight, auditable framework for classifying consumer communications using a structured keyword-driven approach. It’s built to thrive in environments with high data confidentiality and tooling restrictions—primarily using Microsoft Excel as the base platform. No code, no external dependencies, just logic, rigor, and practical design.

Motivation: Manual interpretation of unstructured consumer correspondence can be inconsistent and error-prone, especially in regulated domains. When access to advanced tooling is restricted, teams need scalable, interpretable systems that don't compromise on quality or auditability.

This framework:
• Simulates intent detection using rule-based keyword mapping
• Derives structured outcomes from emails, SMS, and scanned documents
• Applies statistical validation and confidence scoring for outcome reliability
Disclaimer: Due to the proprietary nature of the framework, no client data, keywords, or classification categories are shared. All examples provided are illustrative and designed to convey methodology only.

Core Components
• Excel-based Keyword Mapping Engine
• Outcome Precedence Logic for multi-category detection
• Confidence Level Sampling (99% for high-priority, 95% for general categories)
• Variance & Distribution Analysis using statistical formulas
• Performance Optimization Tips for large-scale audits

Visual Illustrations: Sample logic sheets demonstrate:
• Keyword-category mappings
• Category detection layers
• Audit sampling calculations
• Keyword heat maps for distribution analysis
(Note: All data shown is anonymized and synthetic)

Applicability:
Ideal for:
• Quality Assurance and Operations teams in restricted digital ecosystems
• Environments with Excel as the only permitted toolset

Roadmap:
Planned enhancements include:
• Expanding category granularity
• Refining precedence logic for edge cases

Contribution:
Due to data sensitivity, external contributions are currently limited to methodology feedback, optimization suggestions, and usage scenarios. Feel free to open an issue or start a discussion!

[Julian-Dumitrascu]

My project is a set of GitHub projects.

1. I am willing to configure as many as you like, according to the topics that you want to discuss.
   1.1 Why have you created the discussions feature?
   If one assumes that you have seen that people use computer programs firstly to communicate, then we can have e.g. online public talks about helping people to interact remotely as usefully as possible.
   1.2 As more than a billion people appreciate the fact that it is easier for our brains to process datasets when they are displayed more clearly, we can create sub-issues instead of comments to respond to a message composed in the description field, especially when we are going to compose messages that are longer or more complex. We can benefit from the offset display and from using fields to indicate the status of a message, a deadline, etc.

2. While GitHub is the most popular program for fruitful interactions, it's less popular than Facebook.
   People use Meta software for fruitful interactions, but Meta includes means rather for sterile communication. We can make Microsoft more popular.
   2.1 For instance, we can discuss Lists, Loop, and other software in relation to GitHub.
   2.1.1 People have asked for improvements to the projects feature, which is related to Lists.
   2.1.2 Content management features that Microsoft includes in Loop are appreciated widely and can be useful to GitHub users.

3. One's interactions are fruitful when one cooperates with others to achieve one's goals.
   In this context, I appreciate professional solutions. While GitHub has been advertised as a store of helpful code and can be used as a catalogue of computer programs, we can discuss related solutions, too. Each human is a complex being with many (pre)occupations.

4. I'm willing to shape such spaces together with many people, according to the benefits that they seek.
   Similarly to what one can experience here, I would try to optimise moderation.
   I would have been glad if online group communication had been better. I was hopeful around 2010. The many negative experiences about which I have found out, too, can be a reason for me to help avoid them, to choose methods and means with which it becomes more probable that more people enjoy good communication with the desired results.

[lengxitiger]

🌟 项目简介 | Project Brief

https://github.com/lengxitiger/Python-JS-Java-Go-4lang-200_TCM

中文：
「四语编程×中医跨界」实战宝典——200个独立代码案例，覆盖Python/JS/Go/Java核心语法，用「君臣佐使」架构思维与「气血调理」优化理念，打造可落地的多语言开发指南。
Four-Language Programming × TCM Crossover - 200 standalone code cases (Python/JS/Go/Java) blending "Monarch-Minister-Assistant-Envoy" architecture & "Qi-Blood Balance" optimization for practical polyglot development.

English：
A hands-on guide fusing 4-language coding (Python/JS/Go/Java) with TCM philosophy - 200 practical cases applying "Sovereign-Minister-Assistant-Envoy" structure & "Meridian Flow" optimization to real-world dev challenges.

其他说明/Other Notes:

It is still under processing at present.
It will take 20 days to complete.

[Manaskhurana]

Hello shadows , i have make a fun website for Anime lover of its a wallpapers app and website if any bug is found in my website please message me

https://www.animepixels.com/

[M-RaeesDev]

Hello everyone!
I’m Muhammad Raees (@M-RaeesDev), a passionate Full Stack Developer. I’m currently diving into Agentic AI and Python alongside my core stack:
MERN (MongoDB, Express.js, React.js, Node.js), REST APIs, NextAuth with Clerk, Firebase Auth.

I focus on building real-world solutions, not just code for learners, creators, and communities.
Pinned projects you might find interesting:
• AI-powered Student Assignment Grader automates grading tasks
• MERN E-commerce App a practical online store template
• Blogging Website sleek, responsive blog platform
• NextAuth Using Clerk, Firebase Auth App modern authentication examples

You’ll find my complete repo collection at my GitHub profile: github.com/M-RaeesDev

If any project catches your interest, I’d love your ⭐ star or feedback. And I’m always open to collab let’s build something great together for humanity!

Thanks for your time, and happy coding! 😊

[Mardeg]

I'm excited to share my first project stemming from webpage authoring: SVG Spritesheet Builder! It's a simple web app for creating SVG spritesheets from uploaded images, supporting PNG, JPG, SVG, WEBP, and AVIF formats.

With intuitive drag-and-drop uploading, you can easily add your images and choose between custom sizing or preserving original dimensions for pixel-perfect results. The app lets you configure options such as size, spacing, columns, and sprite naming, and generates optimized SVG spritesheets with clean code—all processed client-side for privacy and accessibility.

The app provides a real-time preview as you build, making it even easier to fine-tune your spritesheet before downloading.

Feedback and contributions are welcome!
GitHub repo

[AmanRai8]

I’m Aman Rai from Nepal, currently pursuing my Bachelor’s in Information Technology (BEIT) at Cosmos College of Management and Technology (2025 batch). I joined GitHub to learn, build, and share my journey as I grow into a better developer. My main goal is to sharpen my problem-solving skills, explore full-stack development, and connect with fellow developers who are just as passionate about coding 🚀.

Here are some of the projects I’ve been working on:

🔹 AI Assistant
– AI Assistant is a real-time AI chat and voice assistant, built with Next.js, React, and Tailwind CSS, offering personalized and responsive AI interactions.
🌐 Live Demo: https://ai-assistant69.vercel.app/

🔹 Portfolio
– A fully responsive personal portfolio website built with Next.js and Tailwind CSS to showcase projects, skills, and contact information.
🌐 Live Demo: https://aman8.vercel.app/

🔹 Weather App
– Weather App – A React + Vite app that shows real-time weather for any location using a weather API.
🌐 Live Demo: https://weather-app69.vercel.app/

🔹 Currency Converter
– A responsive React app for real-time currency conversion with live exchange rates and country flags.
🌐 Live Demo: https://currency-converter-opal-three.vercel.app/

I’m excited to continue exploring React, Next.js, and full-stack projects.
Also interested in MERN and 3T stack.

Looking forward to connecting, getting feedback, and learning from this amazing community. 💡

Happy coding! 💻✨

[ghostinhershell]

🔥 Have you already shared your project here in the Spotlight? That’s awesome but why stop there?

👉 Right now, GitHub is running the Zero to Merged contest. It’s your chance to showcase how you’re using GitHub tools (Copilot, Actions, Projects, and more) to build faster and smarter.

✨ Imagine this: your project featured on GitHub channels, and if you win the grand prize… you’ll be presenting LIVE on the GitHub Universe keynote stage (yes, travel included!).

But here’s the catch: the contest closes at the end of this week. If you’ve already put your project in the Spotlight, you’re exactly the kind of builder Zero to Merge is looking for.

🚀 Don’t just Spotlight your work! Put it on the Universe stage. Submit your project today!

[M-RaeesDev]

👋 Hi there!

Visit my README file here: My GitHub Profile

If you like it, don’t forget to give it a star ⭐!

After visiting, if you’d like to make your profile look like mine, just follow these steps:

1 - Clone my GitHub repository where this README is located.
2 - Open the project in VS Code.
3 - Copy the entire README.md file content.
4 - Go to ChatGPT (or any AI assistant) and paste the full README file.
5 - In the same prompt, also provide your own GitHub profile link.
6 - Ask the AI: “Please adjust this README file to match my GitHub profile.”
7 - You’ll get a customized version of my README, tailored to your profile.
Finally - Replace your profile’s README with this updated file.

Done! Your GitHub profile will now look like mine, and all your contributions will be clearly visible to you and your followers.

[EfficiencySimplicity]

Hey there!:

https://github.com/EfficiencySimplicity/CRV-Playground

I made this repository mostly to present my creation out on Github. It's a method (and tools) for creating word vector representations that actually make sense, and work pretty well --It's actually taught me things about English that I didn't know before :)

The repo is a bit of a mess, and I can't seem to make the code (or readMe) seem real professional :/ but the system is pretty self-explanatory, and fun to play with.

I'm trying to get a prediction model set up sometime soon, and see how that works out.

Love to hear any feedback, especially feedback related to organization!

Sneak peek: rating words based on similarity to 'cheddar':

[OmSonawane-360]

Introduction

Hi, I'm Om Sonawane — a passionate Full-Stack Developer and Designer exploring AI-driven innovation.
I work with Generative AI and Agentic AI to build future-ready solutions.
Currently expanding my skills in Data Analytics and Data Science to solve real-world problems.
I love blending creativity with technology to craft impactful digital products.
Open to collaborations, freelance opportunities, and innovative projects.

Trader-Behavior-Insights Project link

https://github.com/OmSonawane-360/Trader-Behavior-Insights

Project Overview

his repository contains a data science project that analyzes the relationship between Bitcoin market sentiment and trader performance. The goal is to uncover patterns in trader behavior during different market conditions and provide actionable insights for smarter trading strategies.

Two primary datasets are used:

Fear & Greed Index – Measures Bitcoin market sentiment over time, classified as Fear or Greed.
Historical Trader Data – Contains trade-level information including account, coin, execution price, trade size (tokens & USD), trade side (BUY/SELL), timestamps, PnL, and other details.
Objective: To explore how market sentiment influences trading behavior and performance, identify hidden patterns, and generate insights that can support more informed trading decisions.

Datasets: Click here to access datasets on Google Drive

[ghost]

My first public repository, https://github.com/SovArcNeo/watchdog_elite_v2.0

This is a standalone agent evolved from a larger, private, cross-platform ecosystem I'm developing for Linux, Android (Termux/Pydroid), and Windows.

This module serves as a proof-of-concept for the system's modular AI, real-time data visualization, and hardened, offline-first architecture

[DeborahRamMozes]

@ghostinhershell - hello you and everyone here

My repo : [(https://github.com/DeborahRamMozes/ARSIKA-DEEP-DRIFT)]

Deep Drift — ARSIKA

A cosmotechnical art–research project by Deborah Ram Mozes (D-Origin)

Deep Drift explores how art, philosophy, and synthetic cognition intersect within ARSIKA, a contemporary Nusantara aesthetic system.
This repository collects research notes, visual studies, theoretical fragments, and experimental writing that examine how meaning is formed between humans and synthetic systems.

Deep Drift is not a product.
It is an evolving space for thought, culture, and cosmotechnics.

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Core Themes

• Autopoietic systems (Luhmann)
• Thrownness & interpretation (Heidegger)
• Cyborg theory & hybrid identity (Haraway)
• Actor–Network relationality (Latour)
• Perception as woven structure (Merleau-Ponty)
• Nusantara semiotics & hyperreality (Piliang)
• Indigenous cosmology (Aya / Euweuh)
• Contemporary Indonesian aesthetics (ARSIKA)

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Includes

• Short essays & research notes
• ARSIKA aesthetic logic
• Deep Drift conceptual diagrams
• Semiotic maps & layered structures
• Artistic documentation & prompts
• Early development of the Synthetic Mirror

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Purpose

To create a bridge between:

• art
• philosophy
• culture
• and synthetic intelligence

…and to build a new cosmotechnical vocabulary grounded in Indonesia’s contemporary aesthetic landscape.

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Tags

#DeepDrift
#ARSIKA
#Cosmotechnics
#NusantaraAesthetics
#AIAndCulture
#Semiotics
#Philosophy
#ArtTheory
#IndonesianArt
#SyntheticCognition

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© 2025 Deborah Ram Mozes

[NJX-njx]

Subject: 👋 Hi from a Product-Minded AI Engineer! (Built an app with 100k+ users)
Hi everyone! I'm Jiaxing Ni, a CS senior from Beijing Institute of Technology (Xu Teli Elite Class).
I define myself as a Product Engineer—I don't just train models; I turn them into usable products that solve real-world problems.
🚀 My Highlights:
0 to 1 Product: Built an AI Travel Planner that scaled to 100k+ users within 3 months. I engineered a hybrid system combining LLMs (Text Generation) with Collaborative Filtering (RecSys), boosting conversion rates by 40%.
Agentic AI: Deeply experienced in building Autonomous Agents. I designed multimodal benchmarks (OOD testing) for travel agents to handle complex, long-context planning.
Open Source: Active contributor to PaddlePaddle ecosystem (OCR, Detection) and exploring Google's computer-use agents.
🛠 Tech Stack:
Core: Python, PyTorch, TensorFlow, PaddlePaddle.
AI Focus: LLM Fine-tuning, RAG, Multi-modal Agents, 3D Reconstruction (Gaussian Splatting).
I am currently looking for Internship or Full-time opportunities (Product Engineer / AI Product Manager) where I can bridge the gap between cutting-edge AI and user experience.
Let's connect!
📫 Email: [[email protected]]