My Projects

Smart Glasses for Visually Impaired

Developed AI-driven smart glasses designed to assist visually impaired individuals by providing real-time audio descriptions, environment navigation, and text reading. The system leverages computer vision, NLP, and speech processing to enhance accessibility and independence.

Tools Used: Python, Django, Ultralytics, YOLO, gTTS, GCP, Raspberry Pi, LLMs

AI-Powered Salesperson Training System

Developed an LLM-powered training system to help companies automate salesperson training. The system features an AI-driven chatbot that simulates customer interactions, evaluates performance, and provides real-time feedback to trainees.

Tools Used: TogetherAI, RAG Pipelines, LLMs, Streamlit, Django Rest Framework, Python, LangSmith

Multi-Agent System Demonstration (Client Proposal – Proof of Concept)

Developed a multi-agent system demonstration to showcase expertise in LLM-based agent architectures, with the goal of securing future client projects involving multi-agent workflows.

Tools Used:LangGraph, Langchain, LLMs, Python

AI-Powered Twitter (X) Automation Tool

Developed an LLM-powered Twitter (X) automation tool that generates posts on user-specified topics, posts them automatically, and creates threaded replies for engagement. This project enhances social media automation using AI-driven content generation.

Tools Used:Twitter API, LLMs, Python

AI-Powered-Medical-Diagnosis-Assistant

Developed a comprehensive AI-driven healthcare platform that assists medical professionals and patients by providing disease diagnosis, symptom analysis, and prescription management. The system integrates machine learning (ML) models, medical image analysis, and an AI-powered chatbot to enhance decision-making and patient care.

Tools Used:Django REST Framework, LangChain, Llama, TensorFlow, Keras, OpenCV, React, GCP

Talk to Your PDF

Developed a conversational AI tool that allows users to upload and interact with PDFs through a chatbot powered by Llama3, Langchain, and HuggingFace. This project enhances productivity by offering quick, intelligent document insights.

Tools Used: Python, Langchain, HuggingFaceHub

FirstAid AI

Finetuned BioMistral on a custom first-aid dataset and developed an AI-powered chatbot for instant medical guidance. This project offers reliable first-aid instructions powered by state-of-the-art deep learning models.

Tools Used: Python, Flask-Appbuilder, LLMs, Google Colab, HuggingFaceHub, PyTorch

2D-to-3D Mapping System for Building Representation

Developed a 2D-to-3D mapping system that allows users to select a region in a 2D image of a building and accurately locate the corresponding area in a 3D representation. This project was designed to enhance visualization and spatial mapping for specific client needs.

AI-Powered News Search & Sentiment Analysis Tool

Developed a news aggregation and analysis tool that enables users to search for recent news on any topic, generate summaries, and evaluate sentiment for each article. The system integrates Tavily and LLMs to enhance news processing and insight extraction.

Tools Used: Tavily, LLMs, Streamlit, Python

BioAiAgents (Previously "Tok2Dbs")

Contributed to the development of Tok2DBs, a full-stack web portal that enables biomedical and clinical researchers to interact with vast scientific databases using natural language. The platform simplifies access to complex biomedical data through AI-driven queries.

Tools Used:Django Rest Framework, PostgreSQL, NoSQL, GCP

MAIA

Worked on the development of MAIA, an advanced authentication platform designed to prevent phishing attacks, originally patented by Dr. Rahul Sharma (University of Coimbra, Portugal). Focused on making the system production-ready and enhancing security.

Tools Used:Python, Flask, MySQL, SQLite, Django

Episum

Developed a report generation tool that enables medical professionals to input patient test data and receive AI-generated summaries, streamlining hospital reporting processes. The system integrates OpenAI’s API for automated report creation and is deployed on Google Cloud Platform (GCP).

Qualicio

Developed a data science platform enabling users to process data, create visualizations, upload datasets, and generate interactive dashboards. The project was built on Apache Superset, incorporating custom modifications to enhance functionality.

Medical Image Analysis System

Created a disease detection system using advanced classifiers and deep learning models. This software speeds up the diagnostic process and includes a recommendation system to guide users on the next steps upon detection of a condition.

Tools Used: Python, Flask, TensorFlow