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avsai24/README.md

Hi, I’m Venkata Sai Ancha πŸ‘‹

Architecting intelligent systems that bridge reasoning, automation, and scale.


🧠 Who Am I?

πŸ’‘ I’m an AI Engineer who builds things that think. I work at the intersection of:

  • βš™οΈ LLMs, Memory Architectures, RAG Pipelines
  • πŸ“Ή Real-Time Computer Vision Systems
  • ☁️ Cloud-Native, Scalable AI Tooling

🌍 I believe that AI isn’t just a model β€” it’s a system of memory, behavior, and interaction.


πŸš€ Featured Projects

πŸ”§ Project πŸ“Œ Summary
CaptenAI Query Genius Multi-database RAG system using LangChain + Gemini AI + Matplotlib visual summaries
Soccer Vision AI YOLO + Optical Flow for real-time tracking, possession %, player analytics
LLM Agent Toolkit Internal tools for long-term memory, dynamic context routing, vector/graph integrations
Vision Filter App Live OpenCV filters with edge detection, face tracking, HSV segmentation
Feedback Platform Full-stack user feedback system with auth, session tracking, and DB storage

🧰 Tools of My Trade


πŸ“Š GitHub Intelligence


πŸ“ˆ Language Breakdown


πŸŽ“ Credentials & Publications

  • 🧠 IEEE Publication β€” CNN-based Flower Classification
  • πŸ“œ CrewAI Certified β€” Multi-Agent LLM Architectures
  • πŸš— Self-Driving Cars β€” DeepLearning.ai
  • πŸ—£οΈ Natural Language Processing β€” DeepLearning.ai
  • πŸ“ˆ IBM Data Science + Stats with Python

🧬 What I'm Exploring

  • 🌐 Model-Compute Patterns & Agent Graphs
  • 🧠 LLM long-term memory and chained reasoning
  • πŸ€– Self-hosted multi-agent frameworks
  • πŸŽ₯ Edge-based computer vision inference pipelines
  • πŸ”„ Prompt-to-API automation via GenAI + Open Systems

πŸ“¬ Connect With Me


πŸ“ˆ GitHub Visitors

Profile views


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  1. image-filtering-and-face-tracking-app image-filtering-and-face-tracking-app Public

    Python

  2. langchain_rag langchain_rag Public

    Rag Application

    Python

  3. soccer_analysis soccer_analysis Public

    Jupyter Notebook

  4. langgraph langgraph Public

    Jupyter Notebook

  5. note-taking-website note-taking-website Public

    JavaScript

  6. captenai_text_to_sql captenai_text_to_sql Public

    A Streamlit-powered AI assistant that dynamically converts natural language queries into optimized SQL statements, retrieves data from multiple SQLite databases, and generates insightful visualizat…

    Python