01

Causal Robustness in LLM guided RL agents in NetHack Environments

Python •Causal Modelling •DoWhy •AI Trust

02

Enhanced Multi-Scale Pyramid Deep Image Prior (in collaboration with National Remote Sensing Center, Indian Space Research Organisation)

Python •Deep Image Prior •PyTorch •Satellite Imagery •Cloud Removal

03

Regime-Switching Financial Risk Prediction Using Hidden Markov Model GARCH and Monte Carlo Simulation (Ongoing)

Python •Hidden Markov Model (HMM) •GARCH •Monte Carlo Simulation •Financial Risk Prediction

04

Secure Terminal Chat Room

Node.js • WebSocket • Transmission Control Protocol (TCP) • SQL • Telnet

05

Sustainable Agri AI Workflow

AI Agents •Python •Agriculture •Machine Learning

06

Autonomous Low Cost Mobile Robot (Developed in collaboration with HPE)

Bluetooth Low Energy •Arduino •Raspberry Pi •Embedded Systems •Serial Communications

07

Agentic Suite

Python •AutoGen •Agentic Tools •ML •AI Agents

08

Xplora ML

Python •LangChain •RAG •ML •XAI

09

PSG Connect

React Native •Expo •TypeScript •Python •FastAPI

10

AI Powered Retail Analysis

Python •LangChain •OpenAI •Next.js •Data Analysis

11

NewsVision

Google Cloud •TTS •Translation API •Animation

12

NextJS Learning Pack

Next.js •React •HTML •CSS •Tutorial

13

BLE Attendance Tracking System

BLE •IoT •Mobile App •Attendance System