Farzad Bagheri@FarzadSlash

SignalWatch AI helps enterprise GTM, finance, strategy, and compliance teams unlock live public web data for decision-making. Users enter a target company, its website, competitors, a hackathon track, and a monitoring goal. The .NET 10 backend builds targeted search queries and uses Bright Data SERP API to collect live public web results. The backend filters low-value search/navigation results, classifies useful signals into GTM, Finance / Market, or Security / Compliance categories, and sends the structured signals to Gemini AI. Gemini generates an executive summary, risk score, opportunity score, and recommended business actions. The React dashboard displays the final report with source links, confidence scores, export-to-Markdown, and copy-summary actions. The result is a practical intelligence workflow: live public web data → AI analysis → executive-ready report.

AgentOps 360 is an autonomous enterprise operations agent that transforms unstructured business input into structured execution plans. In many companies, meetings create a lot of information, but decisions, tasks, risks, owners, and follow-up messages are still handled manually. AgentOps 360 solves this by turning meeting notes, uploaded documents, PDFs, and audio transcripts into a clear business dashboard. The system uses a multi-agent workflow with five specialized agents: an Intake Agent, Reasoning Agent, Planning Agent, Communication Agent, and Audit Agent. Together, they analyze the input, extract decisions, generate action tasks with owners and priorities, detect risks with mitigation strategies, draft professional follow-up emails, and create an auditable agent trace. AgentOps 360 is powered by Gemini for reasoning and structured analysis, Speechmatics for audio transcription, PdfPig for PDF text extraction, React and TypeScript for the frontend, and ASP.NET Core with SQL Server for the backend and persistence. Each analysis is saved in the database, allowing users to reopen previous runs, track execution history, and export a structured executive report. The app also includes a fallback engine to keep the workflow reliable if the AI provider is temporarily unavailable. AgentOps 360 is designed for managers, founders, operations teams, HR teams, sales teams, and customer support teams who need to move faster from conversation to execution.

BobGuard DevFlow is a repository-aware delivery command center powered by IBM Bob. Modern developers often receive messy bug reports, feature requests, refactoring goals, security concerns, or performance issues, then spend time manually transforming them into implementation plans, tests, risks, and pull request notes. BobGuard DevFlow turns that unclear input into a structured engineering delivery package. The app supports five realistic developer scenarios: Bug, Feature, Refactor, Security, and Performance. Each scenario generates a specific result with analysis metadata, scenario label, confidence score, estimated time saved, executive summary, repository impact map, implementation plan, test strategy, risk radar, pull request pack, IBM Bob workflow, recommended next Bob prompts, and exportable Markdown/JSON reports. IBM Bob was used throughout the project as an AI development partner. Bob helped review the backend architecture, frontend cockpit design, output quality, demo mode, final demo flow, repository structure, and testing validation. The repository includes exported IBM Bob reports in the bob-reports folder as evidence. BobGuard DevFlow is not another chatbot. It is a practical workflow layer that turns IBM Bob-assisted repository reasoning into repeatable engineering artifacts that can be reviewed, shared, exported, and attached to a real development process.

AgentWatch is a real-time AI agent security platform built on Veea Lobster Trap, securing both Google Gemini and Anthropic Claude backends equally. THE PROBLEM: AI agents read files, hit APIs, and trigger actions in production — but guardrails haven't kept up. A single malicious prompt can leak credentials or exfiltrate data. Most teams have zero visibility into what their agents are doing. WHAT WE BUILT: Deep Prompt Inspection: Every prompt analyzed for injection attempts, jailbreak signatures, PII, credential leakage, and exfiltration patterns via Lobster Trap DPI. Risk scores 0.0–1.0 in real-time. Multi-LLM Security: AgentWatch secures both Gemini 2.0 Flash, Gemini 2.0 Pro, and Claude Sonnet. The same Lobster Trap security layer applies to all backends equally — switch models without losing governance. Policy Enforcement: First-match-wins YAML rules compatible with Lobster Trap. Actions: ALLOW, DENY, LOG, HUMAN_REVIEW, QUARANTINE, RATE_LIMIT. HIPAA, SOC2, and finance packs included. Real-Time Dashboard: Blazor WebAssembly plus SignalR — every attack and alert appears live. Risk trend charts, threat breakdowns, live event feed. Full Audit Trail: Every interaction logged with declared vs detected intent, risk score, and threat flags. CSV export for regulators. LIVE DEMO RESULTS: - Prompt Injection: 0.95 risk → BLOCKED - Data Exfiltration: 0.98 risk → BLOCKED - PII Detected: 0.55 risk → LOGGED - Intent Mismatch: 0.78 risk → HUMAN_REVIEW - Clean Request: 0.02 risk → ALLOWED STACK: ASP.NET Core 10, Blazor WebAssembly, SignalR, SQLite, Google Gemini API, Anthropic Claude, Veea Lobster Trap. Lobster Trap is the floor. AgentWatch is the ceiling.

ContentDNA is a multimodal AI application that generates a unique creative fingerprint for any media content. Just like DNA reveals a person's identity, ContentDNA reveals the hidden creative identity of your work. Upload an image, video, or audio file and instantly receive a deep structured analysis: a DNA Score (0–100 distinctiveness rating), a 5-dimensional mood profile (energetic, optimistic, cinematic, melancholic, intense), pacing and rhythm analysis (cut rate, BPM, visual density), a style fingerprint with 8 descriptive tags, color palette breakdown, the top 3 real-world creative references it most closely resembles with match scores, target audience prediction (age range, lifestyle, best platform), and a plain-language AI creative brief. The application is built on a React 18 + Vite frontend with a Node.js + Express backend. Media preprocessing uses ffmpeg for video frame extraction and Sharp for image optimization. The AI vision layer uses Gemini 1.5 Flash for multimodal understanding across image, video, and audio inputs — architected to run on AMD Instinct MI300X via ROCm and Qwen-VL when AMD Developer Cloud credits are provisioned. ContentDNA targets filmmakers, content creators, brand teams, and audio producers who need to understand the emotional and stylistic DNA of their creative work in seconds. The project is fully open-source and deployed as a Hugging Face Space.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

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. 💰 $10,000 total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

AI Genesis is a global hybrid hackathon that brings AI builders together from around the world — starting online and culminating live at /function1 AI Conference & Exhibition 2026 in Dubai. 📅Oct 26 – Nov 3, 2026 • Oct 26 – Nov 2: Online build & collaboration All projects must be submitted by end of day on November 2. • Nov 2 (Online + Dubai): An exclusive on-site build day in Dubai for selected participants. • Nov 3 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now, sign up before the Kick-Off Stream!

🌍 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.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.