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Tacto Hackathon

Original OneNote page: Events - Tacto Hackathon

Route: event note

Categories: events, programs_funding

Source

  • Word export: C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Events - Tacto Hackathon.docx
  • MHT export: C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Events - Tacto Hackathon.mht

Extracted Notes

These notes are extracted from the Word export so the source is visible in the wiki without moving or deleting the original file.

  • Technical Complexity (C, 1–5)
  • Integration Load (I, 1–5)
  • ODI = 0.5C + 0.3I + 0.2N
  • Mockable Data / Simulatable (0–10)
  • Demo Visuality (0–10)
  • Model/API Readiness (0–10)
  • Team Skill Match (0–10)*
  • HRI = (10 − ODI) + Mock + Visual + Model + Skill
  • Live Negotiation Assistant
  • (10−4.6)+5+9+8+6 = 33.4
  • Visually stunning; risk = real-time audio + latency
  • Supplier Onboarding Accelerator
  • (10−3.1)+9+7+9+8 = 39.9
  • Best balance of business value + feasibility
  • Relationship Memory
  • (10−3.9)+8+8+8+7 = 37.1
  • Great idea, RAG setup time can slow team
  • Performance Tracker
  • (10−3.3)+9+7+8+8 = 38.7
  • Easy to fake metrics; good dashboard potential
  • Define via framework below
  • From https://chatgpt.com/g/g-p-68fb904c9d888191bfdaec99164f89c2-tacto-hackathon/c/68fb90b1-0050-8325-bcbe-e09daa2c0273
  • Technical complexity
  • From https://app.diagrams.net/#
  • Here’s a concise comparison table of the core technologies / skills each Tacto hackathon direction would involve 👇
  • Core AI / Tech Stack
  • Key Skills Involved
  • Live Negotiation Assistant
  • 🎙️ OpenAI Realtime API, Speech-to-Text, Emotion Detection Model, LangChain Agent, WebSocket UI
  • Real-time streaming, sentiment analysis, prompt orchestration, conversational UX
  • Supplier Onboarding Accelerator
  • 🧾 OCR (Tesseract/Google Vision), Translation API, OpenAI GPT-4o, Workflow Engine (FastAPI/LangChain), Database (SQL/Firebase)
  • Document AI, API chaining, data validation, automation flows, backend integration
  • Relationship Memory
  • 🧠 Embeddings (OpenAI text-embedding-3), Vector DB (Weaviate/Pinecone), RAG Pipeline (LangChain), Summarization Models

URLs Found

  • https://chatgpt.com/g/g-p-68fb904c9d888191bfdaec99164f89c2-tacto-hackathon/c/68fb90b1-0050-8325-bcbe-e09daa2c0273
  • https://app.diagrams.net/#

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Sources

  • C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Events - Tacto Hackathon.docx
  • C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Events - Tacto Hackathon.mht