V R Ritvik builds AI that does real work.

LegalAI

An AI-powered legal document analysis platform that processes contracts and legal documents to classify clauses, assess legal risks, check compliance, extract key entities and detect missing clauses. It combines NLP, transformer-based models, semantic search and OCR to give structured insights from both digital and scanned documents.

• Python
• FastAPI
• Next.js
• React
• TypeScript
• LangChain
• OpenAI GPT
• Hugging Face Transformers
• Sentence Transformers
• spaCy
• FAISS
• PyTorch
• Tesseract OCR
• pdfplumber

FinancialApp

A full-stack personal finance platform for tracking expenses, managing budgets, analyzing spending patterns, generating reports and monitoring savings goals on a responsive dashboard. It includes secure user authentication, transaction management, budget tracking, data visualization and RESTful APIs.

• React.js
• Node.js
• Express.js
• MongoDB
• JWT
• React Router
• Chart.js
• Tailwind CSS
• Context API

Pdf2Markdown

A document processing app that converts PDF files into clean, structured Markdown while preserving hierarchy, formatting, images and tables. It supports batch processing through a REST API and a web interface for uploading, converting, previewing and downloading documents.

• Python
• Flask
• React.js
• PyPDF2
• pdf2image
• Pillow
• Bootstrap
• React Router
• Poppler
• REST API

Spam Classification

A machine learning project that classifies SMS and email messages as spam or ham. It covers text cleaning, tokenization, TF-IDF and Bag-of-Words feature extraction, model training, and evaluation with accuracy, precision, recall, F1-score and a confusion matrix.

• Python
• Pandas
• NumPy
• Scikit-learn
• NLTK
• Matplotlib
• Seaborn
• NLP
• TF-IDF
• Machine Learning

Video Violence Classification

A deep learning system that classifies video content as violent or non-violent from extracted frames. It uses transfer learning with a pre-trained ResNet50, custom classification layers, data augmentation and an optimized TensorFlow pipeline, reaching about 94.9% test accuracy.

• Python
• TensorFlow
• Keras
• ResNet50
• Deep Learning
• CNN
• NumPy
• Pandas
• Matplotlib
• Kaggle API

Document Intelligence System

A document processing and analysis platform with a FastAPI backend and a static frontend. It includes evaluation pipelines and Dockerized deployment for scalable delivery.

• Python
• FastAPI
• HTML
• Docker

AI-Powered Resume Screening System

An analysis tool that parses resume PDFs, extracts skills, matches them to a role and summarizes each candidate. Scoring is AI-driven, which automates the first screening pass.

• Python
• NLP
• Generative AI
• Document Parsing
• Streamlit

A brief look into my journey and how I look into this digital fast pacing world

Life lessons from cricket and leadership: staying resilient through criticism, valuing the process over the outcome, and keeping authentic boundaries in relationships.

The People We Meet Are Part of the Journey

Be good to others, always. A reflection on why connections and personal growth matter more than external success, and on cherishing moments before they become memories.