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Lost in latent space
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GunaTeja777/README.md

TEJA

ASCII Portrait with HELLO Speech Box

I turned curiosity into a full-time side quest, and building things into my way of thinking.
All it took was questioning the obvious, breaking things apart to understand how they work, and teaching myself to build what I once thought was beyond my reach. From algorithms and machine learning to AI agents and systems that think, retrieve, and reason, every rabbit hole became another opportunity to learn.
That led me to build projects not just to add them to a résumé, but to explore ideas, solve real problems, and create things that didn't exist before. One experiment at a time, I'm working toward a future where I build more than I consume.
If I had to give one piece of advice to anyone carving their own path, it would be this: protect your curiosity. The noise never stops. Trends change, opinions shift, and everyone has a blueprint for how you should live. Don't let someone else's definition of success overwrite your own internal model. Keep learning, keep questioning, and keep building.
Stay curious long enough, and you might just build something extraordinary.


Now

AI & Machine Learning
﹂ Building AI-powered systems and exploring practical applications of ML
﹂ Exploring LLMs, AI agents, RAG, and autonomous systems
﹂ Interested in research-driven AI engineering and product building

Projects
﹂ Agentic-Commerce-Platform — AI-powered agentic commerce
﹂ Autonomous-SRE-Agent-for-Cloud-Systems — Autonomous cloud reliability and operations
﹂ A-Multi-Source-Research-Intelligence-Platform-with-MCP-and-Hybrid-RAG — Multi-source research using MCP and hybrid RAG

Currently building
﹂ Real-time multi-person AI dance teaching system
﹂ Exploring pose estimation, motion analysis, and personalized feedback ﹂ Advanced Machine Learning & Deep Learning
﹂ LLMs, AI Agents, and Agentic Workflows
﹂ RAG Systems, MCP, and Vector Databases
﹂ Computer Vision and Human Pose Estimation
﹂ MLOps, Model Deployment, and AI System Design


Building quietly. Learning relentlessly. Thinking independently.

Pinned Loading

  1. Agentic-Commerce-Platform Agentic-Commerce-Platform Public

    AI-powered Agentic Commerce platform for agent-to-agent shopping, MCP-based tools, and policy-controlled payments.

    TypeScript 3

  2. Autonomous-SRE-Agent-for-Cloud-Systems Autonomous-SRE-Agent-for-Cloud-Systems Public

    Developed an AI-powered Autonomous Site Reliability Engineering (SRE) Agent designed to monitor Kubernetes-based cloud environments, detect anomalies, perform root cause analysis, and execute autom…

    Python 4

  3. A-Multi-Source-Research-Intelligence-Platform-with-MCP-and-Hybrid-RAG A-Multi-Source-Research-Intelligence-Platform-with-MCP-and-Hybrid-RAG Public

    Production-grade academic research assistant using Hybrid RAG, MCP, LangGraph & Qdrant — with self-correcting citation guardrails and sub-2s P99 latency.

    Python 3

  4. Local-first-LLM-Agent-with-MCP-Tool-Orchestration Local-first-LLM-Agent-with-MCP-Tool-Orchestration Public

    A security-conscious, local-first LLM agent in Go powered by Ollama & Model Context Protocol (MCP). Features defense-in-depth sandboxing, tamper-evident audit logging, and MCP tool orchestration.

    Go 3

  5. Slack-Intelligence-Copilot Slack-Intelligence-Copilot Public

    An AI-driven workspace dashboard and conversational auditor for Slack. Powered by the Model Context Protocol (MCP), a ReAct AI agent, and local Retrieval-Augmented Generation (RAG) for semantic sea…

    TypeScript 3

  6. SpotiGlory SpotiGlory Public

    SpotiGlory is a Spotify analytics web app that turns your listening history into personal insights. It analyzes genres, artists, listening time, and behavior patterns to build a music profile and …

    TypeScript 3