💡 AI Engineer focused on LLM systems, intelligent retrieval, and backend architectures
const dwiti = {
role: "AI / Backend Engineer",
location: "Ahmedabad, India 🇮🇳",
university: "Indus University",
interests: [
"LLM Applications",
"Retrieval Augmented Generation",
"AI Agents",
"Intelligent Backend Systems"
],
currentlyBuilding: [
"Smart Daily Target Generator",
"Placement Hub (Collaborative)",
]
}💭 I enjoy building systems where AI becomes part of real workflows, not just experiments.
|
🔗 https://smart-daily-target-generator.netlify.app/ AI-powered backend system generating personalized UPSC study plans. Key Features
Goal → Help students maintain consistent preparation discipline |
🔗 https://github.com/Sharma-Manan/Placement-Hub Platform helping students prepare for technical placements. My Contributions
This project strengthened my team development experience. |
Pipeline Flow:
User Query
→ Hybrid Retrieval (BM25 + Vector Search)
→ Context Ranking
→ LLM Reasoning
→ Structured Response
Execution Loop:
Task
→ LLM Planning
→ Tool Usage
→ Reflection
→ Improved Output
Backend systems integrating:
-
AI models
-
APIs
-
analytics
-
automation workflows
|
🔗 https://github.com/DwitiThaker/RAG_for_DB Hybrid Retrieval-Augmented Generation system combining:
|
🔗 https://github.com/DwitiThaker/reflexionAgent Self-reflecting AI agent with iterative reasoning.
|
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🔗 https://github.com/DwitiThaker/github-mcp Model Context Protocol integration enabling AI agents to interact with GitHub repositories. |
🔗 https://github.com/DwitiThaker/calendar-mcp Calendar capability for AI systems using MCP tooling. |
|
🔗 https://github.com/DwitiThaker/github-to-linkedin-n8n n8n automation workflow publishing GitHub activity to LinkedIn. |
🔗 https://github.com/DwitiThaker/AnnonymousForm FastAPI backend enabling secure anonymous messaging + email notifications. |
I enjoy exploring:
- Hybrid retrieval pipelines\
- AI agent architectures\
- MCP tooling for AI systems\
- AI automation workflows
💭 Building intelligent systems where AI becomes an active collaborator.