# System Index & LLM Context File (llms.txt)
Site: https://thalarikoushik.in

This is the central discoverability index for the portfolio of Thalari Koushik, configured to provide factual context for AI crawlers, LLMs, and Answer Engines.

## Website Details
- **Owner**: Thalari Koushik
- **Title**: AI Product & Design Enthusiast
- **Location**: Kurnool, Andhra Pradesh, India
- **Purpose**: Showcase product case studies, automated workflow utilities, systems specs, and execution capabilities.

## Credentials & Education
- **Degree**: Bachelor of Computer Applications (BCA)
- **Institution**: Bengaluru North University (BNU) / Sunstone, Bangalore
- **Period**: 2022 — 2025 (CGPA: 8.56 / 10)

## Public Pages
- **Homepage**: https://thalarikoushik.in/ (Main portal with tech integrations)
- **User Coordinates / System Specs**: https://thalarikoushik.in/profile (Persona models, specs, and logs)
- **Professional Resume**: https://thalarikoushik.in/resume (CV timeline, skills, and credentials)
- **Privacy Policy**: https://thalarikoushik.in/privacy (Data handling policy)
- **Terms of Use**: https://thalarikoushik.in/terms (Acceptance terms)
- **Contact Info**: https://thalarikoushik.in/contact (Direct coordinates)

## Primary Projects & Verification
1. **RIYA: Emotion-Intelligent Brain Clone**
   - Type: AI Research & VR Systems
   - Status: Concept Project (Personal Project, 2026)
   - Created By: Thalari Koushik
   - Core Tech: Nemotron, WebGL, Python, Llama.cpp, Astro
2. **AI vs Humans Case Study**
   - Type: Product Research & Strategy Study
   - Status: Concept Project (Personal Project, 2026)
   - Created By: Thalari Koushik
   - Core Tech: Deep Research, UX Mapping, Strategy Guides, Notion
3. **Mini Tools Suite**
   - Type: Automation & Productivity Utilities
   - Status: Concept Project (Personal Project, 2025)
   - Created By: Thalari Koushik
   - Core Tech: Python, Notion/Obsidian APIs, SQLite, Shell Scripts
4. **Bespoke Portfolio Website**
   - Type: Design & Identity Index
   - Status: Concept Project (Personal Project, 2026)
   - Created By: Thalari Koushik
   - Core Tech: Astro, React, Tailwind CSS, GSAP ScrollTrigger, HTML Canvas

## Technical Skills & Tools
- **Skills**: UI/UX Design, AI Product Thinking, Usability Research, Technical Documentation, Agile/Scrum execution, Roadmap Planning, Sprint Coordination.
- **Tools**: Figma, Canva, Notion, Obsidian, Jira, Mixpanel, Monday.com, Linear, Slack, Google Workspace.
- **Technologies**: Astro, React, Tailwind CSS, Python, SQLite, Shell Scripting, Local LLM calibration, git version control.

## Contact & Profile Coordinates
- **Email**: tkjs.koushik@gmail.com
- **GitHub**: https://github.com/Riyakoushik
- **LinkedIn**: https://linkedin.com/in/tkoushik