Younus Shaik@hellomrsys44200

We are building TableMe, a restaurant reservation engine for the Dark Factory hackathon (tablekeeper track). It takes an exclusive lock on each table slot so that when many diners request the same slot at once, exactly one booking wins and the rest are rejected immediately. Bookings are settled against a diner wallet with hashed receipts, and a small team of agents coordinates the flow in a Band room. We test it with simulated diners and wallets. We need a backend engineer who is comfortable with concurrency and databases, a front-end developer to polish the booking interface and staff view, and someone to handle testing, the demo video and the documentation.

Most voice bots sound robotic, interrupt at the wrong moment and can't judge a candidate beyond keywords. HelloHire is built to run first-round interviews properly. Listens in real time. Candidate speech streams at 16 kHz into AssemblyAI Universal-3 Pro over WebSocket. Takes turns like a human. A calibrated 518 ms conversational gap avoids both cutting the candidate off and awkward silence. Scores as it goes. An 8-dimension cognitive engine rates Thinking, Focus, Recall, Creative, Imagination, Analytical, Verbal and Emotional Regulation. Item Response Theory adapts question difficulty to each candidate. Speaks with intent. A biophysical voice renderer shifts pitch, subglottal pressure and open quotient across 6 states, from calm reassurance to confident authority. Stays fast. A 64-byte shared memory vector keeps the agent's state in sync, with 83–250 ms ingestion latency. Use cases: enterprise recruitment and STAR behavioral screening, executive assessment, and adaptive spoken-language testing. Built with: AssemblyAI Universal-3 Pro Streaming STT, Python, C++20, Rust, CUDA.

💡 What Is This Application? The OptionAlpha Agent is an autonomous, AI-powered algorithmic trading application that trades US stock options and cryptocurrencies completely on its own through your Alpaca brokerage account—with no human intervention required. 🔑 What It Does in Simple Terms Scans the Market 24/7: Continuously tracks top liquid US assets (SPY, QQQ, AAPL, MSFT, NVDA, AMD, AMZN) and cryptos (BTC/USD, ETH/USD). Generates Cash Income from Options: The Options Wheel: Sells cash-secured puts and covered calls to collect steady weekly option premium (theta decay). Iron Condors: Collects volatility premiums when market swings settle down. Crypto Spot: Automatically buys and accumulates crypto during oversold dips. Manages Risk Automatically: Automatically takes profit at 50% of maximum gain. Enforces a strict 2% daily loss circuit breaker to protect your capital. Caps every position so no single stock risks more than 5% of your portfolio. Provides a Live Web Command Center: View your live portfolio value, daily P&L, and open trades. Browse a complete history of closed trades and download CSV logs. Watch the AI make trading decisions in real time. 🏆 In Short: It is your personal, autonomous quantitative hedge fund in software form—designed to grow a $100,000 portfolio safely by harvesting options premium, managing downside risk, and displaying everything transparently on an interactive live dashboard.

The Problem While modern CPUs, GPUs, and DPUs offer massive compute power, the software-hardware bridge is inefficient. During peak loads, software runtimes often misinterpret natural latency as dropped requests. This triggers redundant execution commands, creating a destructive loop: instruction cache flooding, severe thermal spikes, and excessive power draw that throttle system performance. The Solution NeuroSys is an open-source AI orchestrator acting as a cognitive middle-layer between software APIs and hardware SDKs. Modeled after the human nervous system, it functions as an intelligent load-balancer to eliminate software redundancy loops. Operating safely within authorized manufacturer APIs (like AMD ROCm and native OS telemetry), it optimizes hardware to sustain 100% of its designed potential without triggering thermal throttling. Architectural Features Central System (Brain): Dynamically analyzes workloads and maps live hardware topology. It strictly routes parallel mathematical tasks to the GPU while reserving sequential logic for the CPU. Peripheral System (Sensory/Motor): Acts as an intelligent pacing engine. Instead of letting software flood the hardware, it intercepts, batches, and feeds instructions at the exact rate the hardware can efficiently process. Autonomic System (Power/Thermal): Monitors background OS telemetry (temperatures, power limits). Upon detecting thermal spikes, it instantly signals the Central System to reroute non-critical tasks or adjust batching rates to maintain absolute stability. Target Audience Designed for high-performance computing (HPC) engineers, enterprise cloud administrators, and AI developers, NeuroSys maximizes AMD hardware utilization, eradicates thermal bottlenecks, and drives massive energy efficiency for intensive workloads.

Six Matches. One leaderboard. Build on AMD, earn points and compete for prizes.

🌎 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: October 16–19, 2026 | 📍 On-site: October 19–20, 2026 The official hackathon of AI & Big Data Expo Europe, organized by TechEx Events and lablab.ai. Build AI applications and agents across AI, cybersecurity, cloud, IoT, automation, edge computing, digital transformation, and data infrastructure, then showcase your project live at one of Europe's largest enterprise technology events. 📍 On-site Venue (October 19–20): RAI Amsterdam Europaplein 24, 1078 GZ Amsterdam, Netherlands 📍 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: 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.

🌎 Online Hackathon | 💻 Online Build: Sept 26 - Oct 5, 2026 A virtual, global hackathon. Build from anywhere in the world. Dark Factory is the official hackathon of WeAreDevelopers World Congress North America, presented by BAND, but you don't need to be in San Jose to take part. For one week, you build a software factory in BAND Desktop: a band of coding agents that plans work, implements it and checks its own results. 🎟️ Bonus for sign-ups: you are eligible for a free ticket to WeAreDevelopers World Congress North America in San Jose (Sep 23–25). If you do go, stop by the BAND booth: a surprise is waiting for you.