Oussema Toumi@oussema_toumi386

The VoxSales AI Voice Agent is a fully integrated, production-grade artificial intelligence voice solution designed to connect real-time speech-to-speech AI with a live CRM automation pipeline. Operating from a single browser-accessible cockpit, the system allows teams to conduct instant, bilingual voice conversations with prospective clients. The agent is powered by AssemblyAI and utilizes their highest-fidelity female voice, anna, to ensure clear audio with an optimal dynamic range and zero DC offset. The platform is built for speed, featuring a conversational latency of approximately 300 milliseconds and an instant semantic barge-in latency of under 200 milliseconds, which allows users to naturally interrupt the AI just like in a normal human conversation. During active calls, the agent can execute real-time function tools synchronously without blocking the audio flow. It can smoothly schedule product demonstrations, instantly dispatch Telegram alerts to the SecOps Lead, and capture lead data to update the live intelligence dashboard on the browser cockpit. Once a call concludes, the backend automation seamlessly takes over. Using an n8n workflow, the system feeds the call transcript to the Mistral-large-latest model to perform a complete BANT analysis, evaluating the prospect's Budget, Authority, Need, and Timeline. This intelligence is automatically logged into an Airtable CRM, and a final scorecard is sent directly to the team via Telegram, ensuring all data is perfectly synchronized without manual data entry.

VanguardOS is an autonomous AI trading agent built around Alpaca, designed to combine intelligent market analysis, automated decision-making, risk management, and continuous learning into a single auditable system. It uses a multi-brain architecture that combines specialized trading intelligence with ensemble decision-making and a Brain Teacher for shadow trading and model improvement. VanguardOS analyzes real market data across multiple timeframes, evaluates market conditions and sentiment, applies deterministic risk controls and circuit breakers, and generates trade proposals before execution. Its execution layer operates in Alpaca PAPER mode, allowing the system to demonstrate autonomous trading behavior without exposing real capital. The platform also integrates real-time market streaming, portfolio reconciliation, automated scheduling, memory, options capabilities, MCP tools, and a web dashboard for monitoring decisions, positions, trades, and system performance. A key focus of VanguardOS is transparency: paper execution, shadow trading, backtesting, and synthetic testing are kept conceptually separate so performance can be evaluated against real broker data rather than simulated claims. The goal is to demonstrate how autonomous AI agents can operate safely, continuously, and measurably in a real-world financial environment.

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🌎 Hybrid Hackathon | 💻 Online Build: 3–8 November 2026 | On-site Phase: 8 November 2026 📍 On-site Venue: Pierpont Place 163 W Pierpont Ave, Salt Lake City, UT 84101, USA ✨ Please note that travel and accommodation are not covered.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 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.

🌎 Hybrid Hackathon | 💻 Online Build: September 10–16, 2026 | 📍 On-site: September 15–17, 2026 The official hackathon of AI Infra Summit — co-organized by Kisaco Research and lablab.ai. Build production-grade AI applications on the modern AI infrastructure stack, alongside 8,000+ attendees, researchers, founders, and infra leaders. 📍 On-site Venue (September 15–17): Santa Clara Convention Center 5001 Great America Pkwy, Santa Clara, CA 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered.

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.