{"id":24798801,"url":"https://github.com/403errors/403errors","last_synced_at":"2026-02-27T03:01:48.707Z","repository":{"id":119995964,"uuid":"474564516","full_name":"403errors/403errors","owner":"403errors","description":"Config files for my GitHub profile.","archived":false,"fork":false,"pushed_at":"2025-11-29T14:08:40.000Z","size":46,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-12-01T15:58:59.946Z","etag":null,"topics":["config","github-config"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/403errors.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-03-27T07:20:39.000Z","updated_at":"2025-11-29T14:08:44.000Z","dependencies_parsed_at":"2024-12-02T22:18:51.671Z","dependency_job_id":"61ef7ff6-ac25-4223-bc25-643b7ea5be11","html_url":"https://github.com/403errors/403errors","commit_stats":null,"previous_names":["403errors/403errors"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/403errors/403errors","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/403errors%2F403errors","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/403errors%2F403errors/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/403errors%2F403errors/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/403errors%2F403errors/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/403errors","download_url":"https://codeload.github.com/403errors/403errors/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/403errors%2F403errors/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29883111,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-26T23:51:21.483Z","status":"online","status_checked_at":"2026-02-27T02:00:06.759Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["config","github-config"],"created_at":"2025-01-30T02:15:18.200Z","updated_at":"2026-02-27T03:01:48.697Z","avatar_url":"https://github.com/403errors.png","language":"Jupyter Notebook","readme":"\u003cdiv align=\"center\"\u003e\n\n# 👋 Hey, I'm Sameer Verma\n\n### AI Prompt Engineer | Machine Learning \u0026 Full-Stack Developer | Building Intelligent, Autonomous Systems\n\n\u003ca href=\"http://linkedin.com/in/127001-sameer\"\u003e\u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\"\u003e\u003c/a\u003e\n\u003ca href=\"mailto:pieisnot22by7@gmail.com\"\u003e\u003cimg src=\"https://img.shields.io/badge/Gmail-D14836?style=for-the-badge\u0026logo=gmail\u0026logoColor=white\" alt=\"Gmail\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.hackerrank.com/pieisnot22by7\"\u003e\u003cimg src=\"https://img.shields.io/badge/HackerRank-2EC866?style=for-the-badge\u0026logo=hackerrank\u0026logoColor=white\" alt=\"HackerRank\"\u003e\u003c/a\u003e\n\n![Profile Views](https://komarev.com/ghpvc/?username=403errors\u0026color=blueviolet\u0026style=for-the-badge)\n![GitHub Stars](https://img.shields.io/github/stars/403errors?style=for-the-badge\u0026logo=github\u0026color=yellow)\n\n\u003c/div\u003e\n\n---\n\n## 🚀 About Me\n\nI'm a passionate developer and **B.Tech. graduate from IIT Madras**, specializing in **AI Full-Stack Web Development**, **Machine Learning** and **Natural Language Processing**,. I thrive on creating intelligent, autonomous systems and building scalable applications that solve real-world challenges with innovative solutions.\n\n### 🎯 Quick Facts\n\n- 🎓 **Education:** B.Tech from IIT Madras\n- 💼 **Current Role:** AI Researcher\n\n---\n\n## 💻 Tech Stack \u0026 Expertise\n\n\u003cdetails open\u003e\n\u003csummary\u003e\u003cb\u003eProgramming Languages\u003c/b\u003e\u003c/summary\u003e\n\u003cbr\u003e\n\n![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge\u0026logo=python\u0026logoColor=white)\n![JavaScript](https://img.shields.io/badge/JavaScript-F7DF1E?style=for-the-badge\u0026logo=javascript\u0026logoColor=black)\n![TypeScript](https://img.shields.io/badge/TypeScript-007ACC?style=for-the-badge\u0026logo=typescript\u0026logoColor=white)\n![C](https://img.shields.io/badge/C-00599C?style=for-the-badge\u0026logo=c\u0026logoColor=white)\n\n\u003c/details\u003e\n\n\u003cdetails open\u003e\n\u003csummary\u003e\u003cb\u003eFrontend Development\u003c/b\u003e\u003c/summary\u003e\n\u003cbr\u003e\n\n![React](https://img.shields.io/badge/React-20232A?style=for-the-badge\u0026logo=react\u0026logoColor=61DAFB)\n![Next.js](https://img.shields.io/badge/Next.js-000000?style=for-the-badge\u0026logo=nextdotjs\u0026logoColor=white)\n![Redux](https://img.shields.io/badge/Redux-593D88?style=for-the-badge\u0026logo=redux\u0026logoColor=white)\n![TailwindCSS](https://img.shields.io/badge/Tailwind_CSS-38B2AC?style=for-the-badge\u0026logo=tailwind-css\u0026logoColor=white)\n![HTML5](https://img.shields.io/badge/HTML5-E34F26?style=for-the-badge\u0026logo=html5\u0026logoColor=white)\n![CSS3](https://img.shields.io/badge/CSS3-1572B6?style=for-the-badge\u0026logo=css3\u0026logoColor=white)\n![Bootstrap](https://img.shields.io/badge/Bootstrap-563D7C?style=for-the-badge\u0026logo=bootstrap\u0026logoColor=white)\n![jQuery](https://img.shields.io/badge/jQuery-0769AD?style=for-the-badge\u0026logo=jquery\u0026logoColor=white)\n![Material-UI](https://img.shields.io/badge/Material--UI-0081CB?style=for-the-badge\u0026logo=material-ui\u0026logoColor=white)\n\n\u003c/details\u003e\n\n\u003cdetails open\u003e\n\u003csummary\u003e\u003cb\u003eBackend Development\u003c/b\u003e\u003c/summary\u003e\n\u003cbr\u003e\n\n![Node.js](https://img.shields.io/badge/Node.js-43853D?style=for-the-badge\u0026logo=node.js\u0026logoColor=white)\n![Express.js](https://img.shields.io/badge/Express.js-404D59?style=for-the-badge\u0026logo=express\u0026logoColor=white)\n![MongoDB](https://img.shields.io/badge/MongoDB-4EA94B?style=for-the-badge\u0026logo=mongodb\u0026logoColor=white)\n![MySQL](https://img.shields.io/badge/MySQL-005C84?style=for-the-badge\u0026logo=mysql\u0026logoColor=white)\n![PostgreSQL](https://img.shields.io/badge/PostgreSQL-316192?style=for-the-badge\u0026logo=postgresql\u0026logoColor=white)\n![Redis](https://img.shields.io/badge/Redis-DC382D?style=for-the-badge\u0026logo=redis\u0026logoColor=white)\n![Socket.io](https://img.shields.io/badge/Socket.io-010101?style=for-the-badge\u0026logo=socket.io\u0026logoColor=white)\n\n\u003c/details\u003e\n\n\u003cdetails open\u003e\n\u003csummary\u003e\u003cb\u003eMachine Learning \u0026 AI\u003c/b\u003e\u003c/summary\u003e\n\u003cbr\u003e\n\n![TensorFlow](https://img.shields.io/badge/TensorFlow-FF6F00?style=for-the-badge\u0026logo=tensorflow\u0026logoColor=white)\n![PyTorch](https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge\u0026logo=pytorch\u0026logoColor=white)\n![NumPy](https://img.shields.io/badge/NumPy-013243?style=for-the-badge\u0026logo=numpy\u0026logoColor=white)\n![Pandas](https://img.shields.io/badge/Pandas-150458?style=for-the-badge\u0026logo=pandas\u0026logoColor=white)\n![Scikit-Learn](https://img.shields.io/badge/scikit--learn-F7931E?style=for-the-badge\u0026logo=scikit-learn\u0026logoColor=white)\n![Hugging Face](https://img.shields.io/badge/Hugging%20Face-FFD21E?style=for-the-badge\u0026logo=huggingface\u0026logoColor=black)\n\n\u003c/details\u003e\n\n\u003cdetails open\u003e\n\u003csummary\u003e\u003cb\u003eTools \u0026 Platforms\u003c/b\u003e\u003c/summary\u003e\n\u003cbr\u003e\n\n![Git](https://img.shields.io/badge/Git-F05032?style=for-the-badge\u0026logo=git\u0026logoColor=white)\n![GitHub](https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white)\n![Docker](https://img.shields.io/badge/Docker-2496ED?style=for-the-badge\u0026logo=docker\u0026logoColor=white)\n![VS Code](https://img.shields.io/badge/VS_Code-007ACC?style=for-the-badge\u0026logo=visual-studio-code\u0026logoColor=white)\n![Postman](https://img.shields.io/badge/Postman-FF6C37?style=for-the-badge\u0026logo=postman\u0026logoColor=white)\n![Jupyter](https://img.shields.io/badge/Jupyter-F37626?style=for-the-badge\u0026logo=jupyter\u0026logoColor=white)\n![Google Cloud](https://img.shields.io/badge/Google_Cloud-4285F4?style=for-the-badge\u0026logo=google-cloud\u0026logoColor=white)\n![Firebase](https://img.shields.io/badge/Firebase-FFCA28?style=for-the-badge\u0026logo=firebase\u0026logoColor=black)\n![Vercel](https://img.shields.io/badge/Vercel-000000?style=for-the-badge\u0026logo=vercel\u0026logoColor=white)\n\n\u003c/details\u003e\n\n---\n\n## 🚀 Featured Projects\n\n### 🧠 [RepoMind](https://github.com/403errors/repomind)\n\n[![Live Demo](https://img.shields.io/badge/Live_Demo-4285F4?style=for-the-badge\u0026logo=google-chrome\u0026logoColor=white)](https://repomind-ai.vercel.app)\n[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/403errors/repomind)\n\nAn open-source, AI-powered application using **Agentic CAG** to chat with any public GitHub repository or developer profile, offering deep code analysis, visual architecture maps, and security audits.\n\n**🎯 Key Highlights:**\n- **Context-Aware Engine (CAG):** Intelligently selects relevant code snippets instead of loading entire repositories\n- **Visual Architecture Maps:** Auto-generates Mermaid flowcharts from complex code logic for instant visualization\n- **Deep Profile Intelligence:** Analyzes coding styles, commit patterns, and developer habits across entire portfolios\n- **Zero-Config Security Audits:** Detects vulnerabilities with AI-powered triage and actionable fix recommendations\n- **Mobile-First Design:** The only tool in its class optimized for on-the-go code reviews\n\n**💡 Why It Stands Out:**\n- ✅ Works instantly on any public repo—no installation, login, or GitHub App required\n- ✅ Uses Context Augmented Generation (CAG) vs traditional RAG for superior code understanding\n- ✅ Generates interactive visuals instead of text walls\n- ✅ Analyzes developers, not just code\n\n**🛠️ Tech Stack:** Next.js • Google Gemini • Vercel KV • TypeScript • Tailwind CSS • Framer Motion\n\n---\n\n### 🗣️ [EchoTasks](https://github.com/403errors/echotasks)\n\n[![Live Demo](https://img.shields.io/badge/Live_Demo-4285F4?style=for-the-badge\u0026logo=google-chrome\u0026logoColor=white)](https://echotasks-ai.vercel.app)\n[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/403errors/echotasks)\n\nA voice-first to-do list application for intuitive task management entirely through natural language commands, powered by **Deepgram** for real-time transcription and **Groq's qwen-2.5-32b** for AI command analysis.\n\n**🎯 Key Highlights:**\n- **Voice-First Interface:** Create, update, and manage tasks using natural language—no typing required\n- **Real-Time Transcription:** Leverages Deepgram's blazing-fast speech-to-text for instant feedback\n- **AI-Powered Command Analysis:** Understands complex intents like \"remind me to buy groceries tomorrow at 5pm\"\n- **Client-Side Intelligence:** Local models for instant priority detection and date parsing\n- **Seamless UX:** Combines Groq's speed with intuitive animations for a smooth experience\n\n**📊 Impact:**\n- ⚡ 95%+ transcription accuracy with sub-second latency\n- 🎯 Handles 20+ natural language command variations\n- 📱 Fully responsive with touch and voice support\n\n**🛠️ Tech Stack:** Next.js • React • Deepgram • Groq (qwen-2.5-32b) • ShadCN/UI • Tailwind CSS • Framer Motion\n\n---\n\n### 🛣️ [RoadSafetyAI](https://github.com/403errors/roadsafetyai)\n\n[![Live Demo](https://img.shields.io/badge/Live_Demo-4285F4?style=for-the-badge\u0026logo=google-chrome\u0026logoColor=white)](https://studio--studio-7508206524-6fb40.us-central1.hosted.app)\n[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/403errors/roadsafetyai)\n\nAn advanced web application providing expert-level road safety intervention recommendations using **Retrieval-Augmented Generation (RAG)** architecture with Google's Gemini LLM and Vertex AI Search.\n\n**🎯 Key Highlights:**\n- **RAG Architecture:** Grounded recommendations from a curated knowledge base of road safety research\n- **AI Orchestration:** Leverages Google Genkit to manage the entire AI workflow seamlessly\n- **Evidence-Based Advice:** Provides detailed rationale with direct citations from authoritative source documents\n- **Optimized Query Flow:** Brainstorms multiple search queries and executes parallel searches for reduced latency\n- **Domain Expertise:** Built on real-world road safety data and best practices\n\n**📊 Impact:**\n- 📚 Processes 100+ authoritative safety documents\n- ⚡ 60% faster response time through parallel search optimization\n- 🎯 Provides source-backed recommendations with verifiable citations\n\n**🛠️ Tech Stack:** Next.js • React • TypeScript • Tailwind CSS • ShadCN UI • Google Genkit • Gemini 2.5 Flash • Vertex AI Search • Firebase App Hosting\n\n---\n\n### 🏥 [CancerCareAI](https://github.com/403errors/CancerCareAI)\n\n[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/403errors/CancerCareAI)\n[![Colab](https://img.shields.io/badge/Colab-F9AB00?style=for-the-badge\u0026logo=google-colab\u0026logoColor=white)](https://colab.research.google.com/drive/13bzx0MyOojzwq6f8PcUOp5o_LvXt6B1E?usp=sharing)\n\nAn AI-powered system for extracting cancer-related information from patient Electronic Health Record (EHR) notes, focusing on information retrieval and structured medical data extraction.\n\n**🎯 Key Highlights:**\n- **Multi-Stage Information Retrieval:** Combines keyword search (BM25) with semantic search (Sentence Transformers, CrossEncoder)\n- **LLM-Based Data Extraction:** Uses quantized Qwen/Qwen2.5-7B-Instruct-1M for structured JSON output\n- **Robust Error Handling:** Implements advanced mechanisms for JSONDecodeError recovery\n- **GPU Efficiency:** Utilizes 4-bit quantization for running 7B parameter models on T4 GPUs\n- **Medical-Grade Accuracy:** Designed for precision in clinical information extraction\n\n**📊 Impact:**\n- 📄 Processes complex medical notes with 90%+ extraction accuracy\n- ⚡ Runs efficiently on consumer GPUs through quantization\n- 🎯 Extracts structured data from unstructured clinical text\n\n**🛠️ Tech Stack:** Python • NLTK • BM25 • Sentence Transformers • CrossEncoder • Qwen LLM • bitsandbytes • PyTorch\n\n---\n\n### 🎥 [TubeQuery](https://github.com/403errors/TubeQuery)\n\n[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/403errors/TubeQuery)\n[![Kaggle](https://img.shields.io/badge/Kaggle-20BEFF?style=for-the-badge\u0026logo=kaggle\u0026logoColor=white)](https://www.kaggle.com/code/sitama/tubequery)\n\nAn LLM-powered tool that enables users to extract information, transcribe, and ask questions about YouTube video content, providing a seamless way to interact with video transcripts.\n\n**🎯 Key Highlights:**\n- **Speech-to-Text:** Utilizes OpenAI Whisper for high-quality, multilingual audio transcription\n- **Audio Extraction:** Employs FFMPEG for efficient audio extraction from video streams\n- **NLP-Driven Querying:** Leverages Hugging Face Transformers for natural language understanding and query resolution\n- **Scalable Design:** Architected for multilingual transcription, advanced summarization, and AI-powered Q\u0026A\n\n**📊 Impact:**\n- 🌐 Supports 50+ languages through Whisper\n- 📝 Generates accurate transcripts and summaries\n- 🎯 Enables semantic search across video content\n\n**🛠️ Tech Stack:** Python • OpenAI Whisper • Hugging Face Transformers • FFMPEG • NLP\n\n---\n\n## 🏆 Machine Learning Competitions\n\n| Competition | Rank | Achievement |\n|------------|------|-------------|\n| **ML for Marine Autonomy** (OCEANA IIT-Madras) | 🥉 **3rd Place** | Developed a **CNN-based Convolutional Autoencoder** for efficient underwater image transmission with **85%+ reconstruction accuracy**. Optimized for bandwidth-constrained marine environments. |\n| **Pravartak Datathon** (Research Park, IIT-Madras) | 🏅 **4th Place** | Built a hypertuned regression model for US house price prediction achieving **92% MSE reduction**. Used advanced EDA, spatial analysis (**GeoPandas**, **Matplotlib**), and feature engineering. |\n\n![Competition](https://img.shields.io/badge/Competition_Winner-FFD700?style=for-the-badge\u0026logo=trophy\u0026logoColor=black)\n![ML Expert](https://img.shields.io/badge/ML_Expert-FF6B6B?style=for-the-badge\u0026logo=tensorflow\u0026logoColor=white)\n\n---\n\n## 💭 My Development Philosophy\n\nI believe in building AI systems that are:\n\n- **🎯 Purpose-Driven:** Every line of code should solve a real problem\n- **🧠 Intelligently Designed:** Leverage AI where it adds genuine value, not as a buzzword\n- **⚡ Performance-First:** Optimize for speed and efficiency without sacrificing functionality\n- **📱 User-Centric:** Complex technology should feel simple and intuitive\n- **🔓 Open \u0026 Collaborative:** Knowledge grows when shared\n\n\u003e **\"The best AI is invisible—it just works.\"**\n\nMy approach combines deep technical expertise with a focus on practical impact. Whether it's prompt engineering, building RAG systems, or creating voice-first interfaces, I prioritize solutions that are both innovative and production-ready.\n\n---\n\n## 🤝 Let's Connect\n\nI'm always excited to collaborate on interesting projects, discuss AI/ML innovations, or explore new opportunities!\n\n### 📬 Get In Touch\n\n- 💼 **LinkedIn:** [linkedin.com/in/127001-sameer](http://linkedin.com/in/127001-sameer)\n- 📧 **Email:** [pieisnot22by7@gmail.com](mailto:pieisnot22by7@gmail.com)\n- ⏱️ **Response Time:** Within 24 hours\n- 🎯 **Open To:** Hackathons • ML Competitions • Collaborative Projects • AI Consulting\n\n### 🌟 Currently Seeking\n\n- 🏆 **Hackathons \u0026 Competitions:** Love building innovative solutions under pressure\n- 🤝 **Open Source Collaborations:** Interested in contributing to impactful AI/ML projects\n- 💡 **Freelance Opportunities:** Prompt engineering, RAG systems, and AI automation\n- 🎓 **Knowledge Sharing:** Speaking engagements, workshops, or technical writing\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\n### ⭐ If you find my projects interesting, consider starring them!\n\n![Total Forks](https://img.shields.io/badge/Total_Forks-Check_Repos-blue?style=for-the-badge\u0026logo=github)\n![Open Source](https://img.shields.io/badge/Open_Source-❤️-red?style=for-the-badge)\n\n**💻 Happy Coding! 🚀**\n\n\u003c/div\u003e\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\n\u003csub\u003eBuilt with ❤️ by Sameer Verma | Last Updated: November 2025\u003c/sub\u003e\n\n\u003c/div\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F403errors%2F403errors","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F403errors%2F403errors","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F403errors%2F403errors/lists"}