Anzar Ahmad@anzar_ahmad217

Code Compass – AI-Powered Open-Source Contribution Helper Code Compass makes open-source contribution easier by helping developers understand complex codebases, visualize dependencies, and find actionable contribution opportunities. Core Problem New developers struggle with large, unfamiliar repositories and lack clear starting points. Code Compass bridges this gap with AI-driven insights and interactive visualization. Key Features ✅ AI-Powered Analysis – GPT-5-based repository summarization, code explanations, and intelligent Q&A. ✅ Visual Knowledge Graphs – Interactive dependency maps using NetworkX + PyVis for files, classes, and functions. ✅ Smart Contribution Guidance – Detects TODOs, missing tests, and suggests beginner-friendly GitHub issues. ✅ Multi-Language Support – Handles Python, JavaScript, TypeScript, HTML, CSS, and config files. How It Works Repo Ingestion – Clone any GitHub repo via API. Graph Mapping – Build a knowledge graph of imports, function calls, and file relationships. AI Insight Layer – GPT-5 answers natural language questions, explains architecture, and recommends contributions. Interactive Exploration – Filter graphs, view file summaries, and discover improvement areas. Tech Stack Frontend: Streamlit, PyVis Backend: FastAPI, Python AI & NLP: GPT-5 (via AIML), Google Generative AI embeddings, FAISS for semantic search Visualization: NetworkX, Plotly Integration: GitHub API (PyGithub) Why It’s Innovative Unlike basic code search tools, Code Compass combines graph visualization, AI-driven explanations, and predictive contribution detection. It not only answers “what” and “where” but also explains “why” and “how”, empowering newcomers to contribute confidently. One-Line Summary: Code Compass transforms codebases into interactive, explainable maps, making open-source projects accessible to everyone.

AI Space Data Explorer 🌌🚀 AI Space Data Explorer is an advanced AI-powered platform designed to make space data more accessible and understandable for students, researchers, and space enthusiasts. Organizations like NASA and ESA generate vast amounts of data, but navigating and interpreting this information remains a challenge for the general public. Our solution leverages cutting-edge AI models and frameworks to simplify data retrieval, analysis, and visualization, making space insights more interactive and user-friendly. 🔹 Key Features: ✅ Conversational AI – Users can ask space-related questions and receive real-time insights from NASA and ESA datasets. Llama models, integrated via LangGraph and Groq API, ensure intelligent, context-aware responses. ✅ Smart Visualization – The AI transforms complex space data into intuitive graphs, charts, and reports, making it easier to analyze patterns and trends. ✅ Personalized Space Learning – The platform adapts to user preferences, recommending space topics, celestial events, and scientific discoveries based on individual interests. ✅ Seamless Data Retrieval – Using LangChain and NASA APIs, the system fetches and processes real-time space data, ensuring accuracy and relevance. ✅ Interactive Dashboard – Built with Streamlit, the user-friendly interface allows smooth interaction with AI-driven insights and visualizations. 🔧 Tech Stack & AI Models: Llama (via LangGraph & Groq API) – Powers intelligent Q&A interactions. LangChain + NASA APIs – Retrieves and processes real-time space data. Streamlit – Provides a sleek, interactive dashboard for exploration. 🎯 Impact: AI Space Data Explorer democratizes space knowledge, breaking down barriers to access and interpretation. By integrating AI-driven insights with real-time data visualization, the platform fosters curiosity, supports research, and enhances space education for all. 🚀

Wave Tracker simplifies mobile network analysis and optimization with a range of powerful features: → Easy Network Analysis: Helps users understand and improve mobile network performance. → Target Audience: Ideal for telecom professionals, engineers, and general users curious about network performance. → Input Data: Users can input MCC, MNC, Cell ID, LAC codes, or location data for area coverage analysis. → Data Fetching: Utilizes OpenCellID API to retrieve tower signal strength, location, and other key details. → Speed Predictions: Estimates internet speeds based on tower data and signal strength. → AI-Powered Insights: Offers suggestions for network optimization, such as tower selection and reducing interference. → Interactive Visualization: Displays network performance through dynamic charts for better clarity and actionable insights. In conclusion, Wave Tracker provides a comprehensive and intuitive solution for users to analyze and optimize their mobile network performance. By combining real-time data with AI-driven insights, it empowers individuals and professionals alike to make informed decisions and improve connectivity. Whether you're troubleshooting network issues or enhancing coverage in rural areas, Wave Tracker is the go-to tool for smarter, more efficient network management.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $40,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $50,000 in USDC & GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!