Portfolio - Vidhit T S

This is me.

Hi, I'm Vidhit T S.

Passionate about crafting innovative solutions that bridge technology and user needs. Every line of code tells a story of dedication and creativity.

Former vice-captain with a proven record of leading impactful projects and author of Bully or Victim. My approach focuses on creating scalable, high-performing solutions that prioritize performance, user experience, and deliver tangible results.

My Stack

Languages

JavaScript

TypeScript

Python

HTML

CSS

Frontend

React

Tailwind CSS

Backend

Node.js

Express.js

FastAPI

Database

MongoDB

MySQL

Prisma ORM

Data & ML

NumPy

Pandas

Scikit-learn

Machine Learning

CURRENTLY WORKING ON

OmniScript

The AI-Powered Knowledge Operating System

OmniScript is a full-stack, intelligence-driven document platform that allows you to ingest any form of media (PDFs, text, YouTube videos, web pages, audio, images) and seamlessly interact with it. By leveraging agentic orchestration and modern Retrieval-Augmented Generation (RAG), it transforms stagnant files into a dynamic, queryable knowledge base.

✨ Agentic Interactions: Talk seamlessly to your documents using a streaming chat interface that cites its sources, evaluates relevance, and navigates document hierarchies intelligently.

🔎 Advanced Retrieval: High-performance Hybrid Search pipeline (PostgreSQL pgvector + BM25 Full-Text) combined with Reciprocal Rank Fusion (RRF) and Cohere Cross-Encoder reranking.

⚙️ Deep Ingestion: Robust background workers to semantically chunk, contextually enrich, and embed text using HyDE and Corrective RAG (CRAG) grading.

Next.js 15Node.jsPostgreSQL/pgvectorPrisma ORMBullMQ / RedisCohere / OpenAI

Quick Links

GitHub Repository Full Project Details