Krishnendhu Vinod

Krishnendhu Vinod

M.Tech graduate in Computer Science and Engineering
India
English, Malayalam
Internship Remote

نبذة عني

M.Tech graduate in Computer Science and Engineering from CUSAT, specializing in Artificial Intelligence and Soft-ware Engineering. Experienced in building RAG pipelines, LLM-integrated applications, and multi-agent autom…

الخبرة

AI Intern

Lealabs Pvt. Ltd. · Kochi , Kerala , India
May 2025 - Aug 2025 · 3 أشهر

<p>Developed an end-to-end RAG document QA application using Gemini API and ChromaDB, supporting PDF ingestion, semantic search, and context-aware answer generation.</p><p> Engineered prompt workflows and multi-agent automation using AutoGen, from PDF ingestion to production-ready response generation.</p><p> Enhanced vector DB retrieval via chunk size tuning and embedding configurations for improved semantic accuracy.</p>

MERN Stack Intern

Futura Labs · Kozhikode , Kerala , India
May 2023 - May 2023 · 22 أيام

<p>Built and deployed full-stack web applications using the MERN stack (MongoDB, Express.js, React.js, Node.js).</p><p> Documented and maintained REST APIs with CRUD operations for dynamic data handling using Postman.</p><p> Adopted MVC architecture for clean separation of frontend and backend logic.</p>

المشاريع

RAG based Question answering System

Lealabs Pvt.Ltd
المدة : 01-Jul-2025 - 02-Aug-2025

<p>Developed an end-to-end RAG document QA application using Gemini API and ChromaDB, supporting PDF</p><p>ingestion, semantic search, and context-aware answer generation.</p><p>Engineered prompt workflows and multi-agent automation using AutoGen, from PDF ingestion to production-ready</p><p>response generation.</p><p>Enhanced vector DB retrieval via chunk size tuning and embedding configurations for improved semantic accuracy.</p>

الشهادات

AICTE IBM SkillsBuild – Gen AI & Cloud Computing (BharatCares)

BharatCares · Kottayam , Kerala , India · 2026

المهارات

Python Java Generative AI Large Language Models (LLMs) RAG Retrieval-Augmented Generation NLP Deep Learning Machine Learning Prompt Engineering LangChain Microsoft AutoGen Google Gemini API Node.js Express.js Flask REST APIs React.js HTML CSS MongoDB ChromaDB AWS AWS Elastic Beanstalk Docker Git GitHub Postman OOP Data Structures & Algorithms MVC Architecture Modular Architecture CRUD
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