Abhishek Jaisal@iabhijais

HawkSentinel AI is an autonomous, real-time account security system designed to protect large-scale trading platforms like Deriv from account takeovers and unauthorized access. Modern attacks often bypass static security rules by mimicking normal user behavior. HawkSentinel addresses this gap by continuously analyzing live login events using device consistency, geo-velocity, and behavioral patterns. Each session is risk-scored in milliseconds, allowing the system to identify anomalies such as impossible travel or previously unseen high-risk device configurations. What differentiates HawkSentinel is its AI Forensic Agent, which does not simply raise alerts. Instead, it explains why a session is risky in plain language and recommends immediate actions. For high-risk events, HawkSentinel can autonomously freeze accounts and trigger two-factor authentication resets without waiting for manual review. The system is built using Python, FastAPI, Streamlit, and large language models, and runs entirely on synthetic data for safe demonstration. HawkSentinel demonstrates how explainable AI can enable faster, safer, and more trustworthy security decisions at scale.

The Problem Enterprises hire thousands of employees annually, generating a massive volume of employment contracts. Reviewing these manually is slow (averaging 30 minutes per contract), prone to human error/fatigue, and costly. A single overlooked non-compliant clause—such as a "7-day notice period" where the law mandates "30 days"—can expose the company to significant legal risks and penalties. The Solution: Compliance Hawk Compliance Hawk is not just a document reader; it is an autonomous AI Agent designed to act as a Level-1 Legal Auditor. Unlike standard LLM wrappers, it combines the reasoning power of Generative AI with deterministic rule enforcement to provide 100% reliable audits. How It Works (Technical Architecture) We leveraged the IBM watsonx Orchestrate platform to build a seamless agentic workflow: Orchestration: IBM watsonx Orchestrate manages the conversation flow and skill routing. Intelligence: We utilized the Llama 3.2 model for its superior ability to extract specific clauses and reason against legal context. Custom Skills: A Python FastAPI backend (exposed via ngrok) handles the "Audit Contract" skill. Logic: The agent extracts key parameters (Salary, Notice Period, Role) and validates them against hard-coded Indian Labor Law standards. Key Features Risk Scoring: Assigns a binary Risk Score (0 for Safe, 100 for Critical) to eliminate ambiguity. Edge Case Handling: Smart enough to detect missing clauses (e.g., if a notice period isn't mentioned at all) and flag them as non-compliant. Instant Reasoning: Provides a clear legal explanation for every flag. Impact Compliance Hawk reduces the contract review lifecycle from 30 minutes to just 6 seconds per document, ensuring uncompromising compliance with zero manual oversight.

Project Hawkkeyed is an AI automation platform built entirely on Gemini 2.0, designed to replace repetitive analytical tasks with intelligent workflows. The system converts four types of inputs — documents, URLs, structured data, and chat instructions — into actionable outputs such as summaries, insights, charts, emails, and downloadable reports. Each workflow is engineered to be clean, fast, and production-ready, offering precise intelligence with clear UI/UX. The project focuses on real-time reasoning, automated reporting, and multi-step data processing, making complex tasks accessible to anyone. Hawkkeyed demonstrates how AI can be used to automate everyday professional workflows with speed, accuracy, and full-stack execution.

⏱️ You’ve got almost a month to design, build, and showcase real-time Voice AI Agents in a fast-paced global hackathon. 📅 March 2 – 31, 2026 🌟 Powered by Google’s AI stack (Gemini, AI Studio, Live API) 🎙️ Create low-latency, conversational voice experiences 🤝 Join solo or with a team 💰 $50,000 prize pool 🧑‍💻 Start building with Google’s latest AI tools

⏱️ 4 weeks to design and ship a working Web3 product or AI agent. 📅 February 4 to March 1, 2026 • Feb 4 – Hackathon opens. Teams can start building and submitting. • Feb 5 to March 1 – Build, test, and iterate. • March 1 – Final submissions due. 🚨 Important eligibility reminder To be eligible for prizes, teams must post their submission video on X and tag @lablabai and @Surgexyz_. 🤝 Build solo or with a team. 💰 $50,000 prize pool in $SURGE Token. ⚠️ Self-service hackathon This is a fully self-service hackathon. There are no live streams, kickoff sessions, or scheduled workshops. Participants can register, build, and submit at any time before the submission deadline.

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

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

⏱️ In 6 days, you’ll create an MVP showing how jobs can be submitted, scheduled, verified, and collected across a network of nodes. 🌟 Receive guidance from expert mentors who will support you throughout the challenge. 🤝 Collaborate with others or work independently to bring your groundbreaking ideas to life. 🧑‍💻 This challenge is geared toward experienced builders in decentralized compute—if that’s you, show us what you can do. 🧑‍💻 Secure your spot now and start building the future of decentralized compute infrastructure.