19 . ML Researcher • 13x Hacks won 🏆 • Exploring GenAI Frontiers • Building Next-Gen AI Products

leetcode

hashnode

devto

github

projects

Mohit Goyal  • Peerlist

<p>Food Vision Transformer is an advanced image classification project that utilizes a Vision Transformer (ViT) model to achieve high accuracy in food image recognition. 
Key features of the project include:

1. Model Development: Developed a Vision Transformer model using PyTorch, achieving 92% accuracy on a curated dataset.
2. Model Fine-Tuning: Fine-tuned pre-trained models from Hugging Face, optimizing performance for diverse image recognition tasks.
3. interactive Web Interface: Built an interactive interface with Gradio, allowing real-time model inference and visualization of classification results.
4. Optimized Performance: Reduced model complexity by 30% using advanced transfer learning techniques, improving computational efficiency without compromising accuracy.

This project demonstrates expertise in deep learning, transformer-based models, and web-based model deployment, providing an efficient solution for real-time image classification tasks.</p>

Food Vision Transformer

Inspired by the Apple Calculator, SmartiCalc is a modern, intuitive calculator built with advanced technologies to solve complex mathematical problems efficiently.

Technologies Used: React, TypeScript, Vercel, Git, ShadCN, Mantine, Google’s Gemini API

Features:
1. Sophisticated mathematical interpretation capabilities
2. Advanced problem-solving functionality for complex calculations
3. Responsive and visually polished UI, leveraging multiple UI libraries

Learning Outcomes:
This project allowed me to deepen my expertise in integrating APIs, working with TypeScript, and building enhanced user interfaces using a range of UI libraries.

SmartiCalc

TextractAI is an AI-powered tool designed to streamline text extraction and summarization from PDF documents.

Technologies Used: React.js, ShadCN UI library, Google’s Gemini API

Key Features:
1 . PDF upload with efficient text extraction
2. AI-driven text summarization with adjustable length (short, medium, long)

Learning Outcomes:
Developed proficiency in React hooks, functional components, and advanced API integrations, while enhancing UI/UX design skills.

TextractAI

<p>TrueFeedback is an anonymous feedback platform designed to ensure user privacy while enabling seamless communication. Key features include:

1.User Privacy: Achieved 95% user privacy satisfaction by securely processing over 5,000+ anonymous messages, ensuring data confidentiality.
2. Advanced Authentication: Integrated NextAuth.js authentication, reducing unauthorized access attempts by 78% through robust security protocols.
3. Scalable Message Routing: Engineered a reliable message routing system with 99.7% delivery reliability and sub-250ms response times, ensuring fast and accurate message processing.
4. Responsive UI: Developed an intuitive UI using ShadCn, achieving 92% cross-device engagement for a consistent user experience.
5. Performance Optimization: Reduced page load times by 45% by leveraging efficient server-side rendering with Next.js.
6. Data Security: Ensured complete data privacy with end-to-end encryption, safeguarding sensitive communications and enhancing user trust.

TrueFeedback exemplifies a powerful, secure, and scalable platform for anonymous feedback, blending advanced security, high performance, and an intuitive user interface to foster effective communication.</p>