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pepi-code-srt/ReadMe.md

⚡ What I Bring to the Table

"I don't just build demos; I architect production systems that handle scale, concurrency, and hallucinations."

  • 🎤 Real-Time Voice AI: Built full-duplex agents handling 1,000+ concurrent connections with <150ms latency.
  • 🧠 RAG at Scale: Engineered retrieval for 50,000+ documents achieving 92% accuracy via semantic chunking.
  • ⚙️ Backend Reliability: Production uptime of 99.8% using Docker, CI/CD, and robust error handling.

🛠️ Technical Arsenal

Category Technologies
Generative AI LangChain OpenAI RAG Ollama
Backend & API FastAPI Python PostgreSQL WebSockets
DevOps & Cloud Docker AWS GitHub Actions Deepgram
Vector DBs ChromaDB Pinecone FAISS

📌 High-Signal Projects

Full-duplex voice AI with sub-second latency.

  • Tech: FastAPI, Deepgram, WebSockets, Ragas.
  • Impact: Handles 1,000+ concurrents, <150ms latency, custom hallucination filter.
  • Signal: 🟢 Production Ready

Enterprise-grade retrieval system for massive datasets.

  • Tech: LangChain, Gemini, Semantic Chunking, ChromaDB.
  • Impact: 92% retrieval accuracy, processed 50k+ docs, reduced query time by 90%.
  • Signal: 🟢 High Scalability

Complex PDF generation pipeline using LLMs.

  • Tech: Python, Prompt Chaining, Jinja2.
  • Impact: cut manual work by 95% (45 min → 90 sec), 100% data accuracy.
  • Signal: 🟢 Business Automation

No-code automation infrastructure.

  • Tech: n8n, Webhooks, API Integrations.
  • Impact: Automated 87% of manual goals, seamless data sync.
  • Signal: 🟢 DevOps

📈 GitHub Stats


"Talk is cheap. Show me the code."

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    AI-powered GitHub repository intelligence with evidence-based code, security, architecture, and production-readiness analysis.

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