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anudeepadi/README.md

Hi, I'm Adi πŸ‘‹

πŸ“ Austin, TX | πŸ€– Autonomous systems builder | πŸš€ Research Scientist @ UTSA

Deep in the autonomous systems rabbit hole. Building infrastructure that makes AI models actually useful for healthcare, business ops, and personal automation at ludicrous speed.

Current Projects

  • πŸ₯ EzMsg - Open-source clinical messaging framework built for behavioral health interventions.
  • 🌍 PINNs Global - Physics-informed ML monitoring global seismic events mapped in real-time 3D.
  • πŸ€– AI Agent Systems - Production-ready AI agent architectures optimized for high-performance enterprise environments.
  • 🧠 personal-brain-mcp - A multimodal RAG personal brain API with MCP integration for Claude Desktop.
  • πŸ“ˆ QuantStream - Real-time analytics platform for quantitative data processing and machine learning.
  • πŸŽ“ UTSA Social - Next-gen campus social platform using Next.js and MongoDB for real-time student engagement.
  • 🚒 Port-to-Rail-Surge-Forecaster - GPU-accelerated pipeline for predicting port surges and optimizing freight logistics.
  • 🏎️ cache_opt - Advanced caching strategies for attention mechanisms and intermediate computations in transformer architectures.

What I'm Doing

  • Building at the intersection of NLP and Healthcare - Working as a Research Scientist Associate at the UTSA Mobile Lab.
  • Evaluating AI Fairness - Researching how retrieval augmentation introduces bias in clinical settings. Currently authoring an IEEE Access manuscript on RAG evaluation pipelines.
  • Agentic Engineering - Pushing the boundaries of what autonomous systems can execute reliably in production environments.

Connect

Philosophy

"I don't just prompt models. I build the infrastructure that makes them useful."

Random Facts
  • Currently navigating the F-1 OPT to O-1 visa maze.
  • Rely heavily on Terminal and headless browser automation.
  • My AI agents manage my calendar, health data, and job applications while I sleep.
  • Preparing for Everest Base Camp.

Pinned Loading

  1. AI-Agent-Systems AI-Agent-Systems Public

    Production-ready AI agent systems demonstrating enterprise-grade architecture, evaluation, and deployment strategies optimized for high-performance environments.

    Python 1

  2. QuantStream-Analytics-Platform QuantStream-Analytics-Platform Public

    A comprehensive real-time analytics platform for quantitative data processing, machine learning, and financial market analysis.

    Python 1

  3. personal-brain-mcp personal-brain-mcp Public

    A multimodal RAG personal brain API with MCP integration for Claude Desktop, supporting semantic search and archival of documents and chat sessions

    Python 4

  4. CyberLab---Comprehensive-Cybersecurity-Learning-Platform CyberLab---Comprehensive-Cybersecurity-Learning-Platform Public

    Educational resources for practicing web application security with DVWA.

    Shell

  5. Austin-Traffic-Incident-Intelligence-System Austin-Traffic-Incident-Intelligence-System Public

    Predictive hotspot detection system for Austin traffic incidents. Enables proactive emergency response positioning by forecasting high-risk areas before incidents occur.

    Python

  6. AutoHDR---Creative-Physics-Inspired-Enhancement AutoHDR---Creative-Physics-Inspired-Enhancement Public

    A novel approach combining Retinex theory, histogram priors, and Mamba SSM for HDR image enhancement.

    Python