Niloy Kumar Kundu

Niloy Kumar Kundu

Junior Machine Learning Engineer at Nodes Digital Limited

Posts by Collection

portfolio

projects

Agri Advisory

A multilingual AI-driven platform that allows users to ask agriculture-related questions in text or audio (Bangla/English). It retrieves relevant information from a vector database and generates detailed responses using a Large Language Model (LLM), providing answers in both text and speech formats.

ML Backend Framework Development

Developed a scalable machine learning backend framework for efficient data processing, model deployment, and API services, enabling seamless integration of ML models into production environments.

NDL Research BOT

An AI-powered tool that processes and analyzes uploaded research papers in PDF format. Using a custom-built Large Language Model (LLM), the bot extracts key insights, providing quick summaries and answers to specific questions, saving time and enhancing research efficiency in our agriculture startup.

Water Height Estimation in Rice Fields

Developed a computer vision-based system combined with regression models to accurately estimate water height in rice fields. This solution automates the measurement process, improving irrigation management by providing real-time, precise water level data for better resource allocation and crop management.

publications

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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