Projects

My research has progressed and evolved into new projects driven by the results of my experimentation.

Predictive Machine Mantainance

    Prediction Analysis - July - August, 2025

    (Project For Indian Oil corporation Limited Internship)
  • Real-Time Monitoring: Continuously tracks multiple sensor metrics (temperature, vibration, pressure, humidity).
  • Maintenance Scheduling: Shows both the most recent and upcoming maintenance dates for machinery.
  • Predictive Analysis: Applies machine learning to forecast hazard levels and maintenance needs, including model performance indicators.

E-Library-System

    MySQL - June, 2025

  • A Library Management System built in Python using Tkinter for the GUI and MySQL for data storage.
  • Supports two main user roles User and Admin where user can donate, apply for, return, and view books and admin manages students and books—including adding, viewing, and deleting

IndicSignAI

    Convolutional Neural Network - July, 2025

  • IndicSignAI is a hybrid AI framework that transforms Assamese text into Indian Sign Language (ISL) animations via multilingual translation, speech synthesis, and avatar rendering for the Deaf and Hard of Hearing (DHH) community
  • Aims to address gaps in accessibility for regional language speakers
  • Bridging the gap in AI support for Indian regional languages.

Publications

ARTICLES:

GPT-5 vs Claude Sonnet 4.0

  • Medium - Clash Between Big LLMs
  • August 15, 2025
Comparing OpenAI’s GPT-5and Anthropic’s Claude Sonnet 4, examining how they were trained, how they think, and which performs better in real-world applications.

Comparing Classification Models on the Same Dataset

  • Medium - Towards Training and Testing of LLMs
  • September 13, 2020
“All models are wrong, but some are useful.” — George Box