I'm Lovy Verma

What I've done and what I'm doing.

I've worked on a variety of projects, from simple websites to complex web applications. And many of them are open-source. Here are a few of my favorites.

• Textify-VQA

  textify-VQA is a Vision-Question-Answering (VQA) project focused on answering product-related questions using both visual and textual information from product images.

  AI/ML software
• Career Crafters: Interview Analysis System

  The Career Crafters Interview Analysis System is an AI-powered platform designed to simulate interviews, assess both verbal and non-verbal communication skills, and provide detailed feedback to improve performance.

  AI/ML software
• Banking Chatbot

  Developed a banking chatbot using Ollama to classify intents and perform tasks such as retrieving account balance and transferring funds.

  Chatbot

  AI/ML software
• UrbanGraphNet

  UrbanGraphNet is a custom Graph Neural Network architecture that fuses GAT and Transformer components to model and generate urban road networks.

  AI/ML Model
• CraterGraph

  unique graph-based cycle detection method for identifying craters.

  AI/ML Model

  CV project
• PanScope: Intelligent PAN Card Data Extractor

  PanScope is a smart document parsing system that extracts structured information from Indian PAN cards.

  AI/ML software
• Reinforcement Learning-Based Distributed Server Load Balancer

  Using the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm, the system improves performance and enhances resource management.

  AI/ML software

  RL Software
• chat-app

  A Simple chat app where you can chat and msg anyone

  APP

  Website
• campus-food-delivery-web-service

  A web-based Campus Delivery System designed to streamline food, grocery, and medicine delivery across the IIT Bhilai campus.

  Website
• MultiTaskNLP: Unified Model for NER, Sentiment & Emotion Analysis

  MultiTaskNLP is a deep learning project designed to solve multiple natural language processing tasks — Named Entity Recognition (NER), Sentiment Classification, and Emotion Detection — simultaneously using a shared encoder architecture.

  AI/ML Software
• QuoteMind: Semantic Quote Explorer

  QuoteMind is a semantic quote retrieval application that lets you find meaningful quotes based on natural language queries.

  AI/ML Software
• LMM-ConceptExplainer-VQA

  A concept-based explainability framework applied to large multimodal models (LMMs) using the VQAv2-small dataset.

  AI/ML Software
• Omniglot-MetaLearn

  Meta-learning approaches (Black-box and MAML) evaluated on the Omniglot dataset for few-shot image classification.

  AI/ML Software
• ZeroShot-NewsClassifier

  This project demonstrates a zero-shot text classification approach on the AG-News dataset using pretrained language models.

  AI/ML Software
• Label_ai_app

  This is the 1st version of Labeling application powered with AI for Doctors and Healthcare workers.

  AI/ML Software

  App

Open Source

• polyphony-interactive-transfer-learning-framework

  Interactive dashboard for single-cell analysis using plotly and classification using transfer learning

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• deep-guidance-nerve-segmentation

  CV project that used custom Unet architecture for nerve segmentation and analysing defects in eyes.

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• Knowledge Distillation implementation on TinyBert

  Twitter Sentiment Analysis using Fine Tuned TinyBert by Knowledge Distillation

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• smoke_detection

  Trained and fine-tuned an object detection model on a dedicated smoke dataset, subsequently deploying this machine learning model alongside a highperformance video processing backend on the Apache Spark platform.

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• portfolio Website

  A simple portfolio website for me

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• Video-Captioning

  Video Captioning is a sequential learning model that employs an encoder-decoder architecture. It accepts a video as input and produces a descriptive caption that summarizes the content of the video.

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What I've thinking about.

I've written something about AI, programming and life.

My Activity

Snippets of Cool AI Stuff