MP
Meet Patel
20 ·
AI Engineer • Developer • Builder
Syncing status...
I'm an AI engineer and full-stack developer passionate about building practical systems that actually do things, not just flashy demos. Most of my work centers around LLMs, intelligent automation workflows, and developer utilities that turn complex ideas into intuitive, time-saving products.
I care deeply about clean architecture, practical performance, and building resilient software that scales under real-world constraints. If a process is repetitive, I automate it; if it's complex, I simplify it; and if it's inefficient, I redesign it.
Work Experience
May 2026 - Aug 2026
Ahmedabad, Gujarat (On-site)
- Built KRUTRIM RAG, a fully offline document-search and Q&A platform ingesting a 900+ page aerospace corpus in an air-gapped environment using Docling layout-aware extraction, conditional OCR, and heading-aware chunking preserving hierarchical section paths.
- Architected a distributed worker fleet (text, vector, graph) on a pull-based job queue with leases, heartbeats, retries, and attempt caps, running a checkpointed two-phase ingestion pipeline with per-stage resumability and crash-safe caching.
- Implemented hybrid retrieval combining Qdrant vector search, an in-house BM25 index, and a 5-layer Neo4j knowledge graph, fused via reciprocal rank fusion, Jina listwise reranking, and MMR diversity selection.
- Extended a hardware-aware multi-user load balancer routing requests by lowest estimated completion time (ECT), scored from real-time CPU/RAM/GPU (VRAM) telemetry and tokens/sec throughput, handling 10 concurrent users with up to 4 parallel requests per node.
- Optimized ingestion from 5,245s to 1,821s while maintaining 91.6% knowledge coverage via GPU-accelerated NER, five parallel embedding workers, and batched writes.
Projects
Open Source Contributions
GitHub Activity
Consulting the code...
Education
Charutar Vidya Mandal University
Bachelor of Technology(B.Tech)
2022 - Present
Swamishri Gyanjivandasji Gurukul
Secondary Education (Grades 9 - 10)
2019 - 2022
Hackathon Journey
Building Under Pressure
Competed in 4+ hackathons during university, turning ideas into working prototypes in 24–48 hours alongside talented teams.
- H
Hugging Face Agents & MCP Hackathon
Online
Built intelligent AI agents and integrated the Model Context Protocol (MCP) to seamlessly connect models with external tools, APIs, and data sources. - C
CVMU Hackathon 3.0
Anand, Gujarat
Developed a social media analysis platform with real-time data integration, supporting platforms like YouTube, Instagram, and Facebook. - N
Nosu AI Hackathon
Online
A comprehensive web application integrating multiple AI features: Chat Assistant, PDF Document Analysis, and YouTube Video Summaries, built with Next.js, React, and FastAPI. - L
Level SuperMind Pre-Hackathon
Online
A web application for analyzing social media content using AI, providing insights, engagement analysis, and suggestions for improvement with a clean chat interface.