Jawad Ahmed@Jawad_00

# NeuroForge — AI Customer Review Intelligence Over 80% of customer feedback is locked in unstructured reviews across Amazon, Trustpilot, and surveys. Teams waste 15+ hours weekly reading spreadsheets, while critical flaws stay hidden behind 4-star averages until users quietly churn. ## The Solution NeuroForge transforms raw qualitative reviews into real-time executive clarity: • Ingestion: Drag-and-drop CSV with auto-column detection, 1-click sample demo, and live URL scraping. • Sentiment & Friction: SVG radial visualizer, star breakdown, top praise, and high-priority complaints. • 'Ask AI' : Conversational assistant answering natural-language queries grounded in review evidence. • Enterprise Ready: 1-click Markdown/JSON exports, REST API v1, and HMAC Webhooks for churn alerts. Inference runs on AMD Developer Cloud : • Model Engine: DeepSeek-V4-Flash with deterministic JSON-mode extraction. • Parallel Micro-Batching: 50-review chunks parallelized across AMD GPU compute units, slashing API latency by 90%. • Benchmark: 1,000 reviews analyzed in 8.2s on AMD ROCm vs. 85s on standard CPU (10.3x speedup). ## Evolus AI Agent Orchestration Integrated with official ACT III partner Evolus AI: • Workspace ID: 5f96b97d-e488-44dc-973d-09c30c5625aa • Knowledge Library RAG & automated extraction workflows. • Audit Endpoints: Verification routes at /evolus/info and /evolus/sync. ## Business Impact & ROI • 95% time saved (from 15 hours to under 8s per batch). • $120K+ annual savings in CX research overhead. • Proactive churn mitigation with instant webhook alerts. ## Links • Live App: https://neuroforge-review-analyzer.vercel.app/ • GitHub: https://github.com/jawad1155/neuroforge-review-analyzer • Team: Jawad Ahmed & Arham Sohail

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

🌎 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 | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob