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Karthick-564/README.md

Hi, I'm Karthick

AI & Data Science student at Kumaraguru College of Technology (2024-2028), building agentic AI systems, RAG pipelines, and ML-driven apps. Core member of the AI Developers team at IQube.

What I work with
Languages Python, C++
AI / ML Machine learning,Deep learning, LangChain, LangGraph, RAG, HuggingFace Transformers, Sentence-Transformers, Scikit-learn
Backend Flask, FastAPI, PostgreSQL, SQLite
Frontend React, Javascript
Tools Linux, Git, Docker
CS-Fundamentals DBMS , Computer Networking , OOPS

Experience

Core Member, AI Developers · IQube Innovation Center · July 2024 - Present

  • Work with a team on agentic AI systems and ML-driven projects, including LLM-based agents, retrieval pipelines, and applied machine learning
  • Take part in hackathons and technical projects with the team

Featured projects

ContextIQ Hybrid RAG Production-ready RAG chatbot with hybrid search, cross-encoder reranking, MongoDB Atlas vector storage, and Groq streaming.

Multilingual Business Entity Resolution Multilingual entity resolution and record-linkage pipeline for the Amazon ML Challenge. 0.968 Macro F0.5 on the public leaderboard (rank under 2,000 of 36,000 teams).

Touch the Grass Voice-first, screen-minimizing AI nature companion using Gemma 2 (Ollama), ElevenLabs real-time speech, and FastAPI.

Predictive Aviation Analytics Analysis of 1.7M US flight records to find the root causes of delays.

Reach me

LinkedIn: www.linkedin.com/in/karthick-n-18909332a

Email: nkarthick564@gmail.com

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  1. Hacktoberfest-Touch_the_grass Hacktoberfest-Touch_the_grass Public

    Voice-first, screen-minimizing AI nature companion powered by Google Gemma 2 (Ollama), ElevenLabs for real time speech , and FastAPI. Built for Hacktoberfest

    Python

  2. ContextIQ_Hybrid_RAG ContextIQ_Hybrid_RAG Public

    Production-ready RAG chatbot featuring hybrid search, cross-encoder reranking, MongoDB Atlas vector storage, and Groq streaming

    Python

  3. Multilingual_Business_Entity_Resolution Multilingual_Business_Entity_Resolution Public

    High-performance multilingual business entity resolution & record linkage pipeline built for the Amazon ML Challenge (Macro F0.5: 0.968)

    Python

  4. Predictive_Aviation_Analytics_Platform Predictive_Aviation_Analytics_Platform Public

    Predictive Aviation Analytics Platform - Decoding 1.7M flight records into visual narratives to identify root causes of US flight delays.

    Jupyter Notebook