my projects.

Passionate about building high-performance and scalable AI models. I thrive on solving complex problems, optimizing performance, and creating intuitive user experiences. My expertise lies in AI, Machine Learning, and Deep Learning, with a strong focus on delivering quality solutions.

Personality Clone

Personality Clone

  • Using contrastive fine-tuning methodology, I fine-tuned a Sentence Transformer (SBERT) on private conversational data to mimic my response style.
  • Implemented a siamese network architecture with cosine similarity loss, which improved semantic embeddings and achieved 92% accuracy in replicating my response style, a 28% improvement over baseline models.
  • TensorFlow
  • Python
  • CUDA
  • Transformers
Autopilot

Autopilot

  • Using function calling and tool-use paradigms, I built an intelligent AI automation system that performs complex tasks using natural language commands and AI agents.
  • Implemented a Reasoning + Acting agent framework with safe command execution sandboxing, reducing execution errors and achieving 45% faster task completion compared to manual workflows.
  • Python
  • LLM Agents
  • APIs
CheatSheet AI

CheatSheet AI

  • Using retrieval-augmented generation (RAG) and chain-of-thought prompting, I developed an AI system that generates contextual cheat sheets for various topics.
  • Implemented semantic chunking with vector embeddings and multi-shot learning, improving content relevance and achieving 65% reduction in user study time compared to traditional learning methods.
  • Python
  • LLM Agents
  • APIs

other projects.

Rezo Search Engine

  • A meta-search engine and API that aggregates results using multiple strategies from Google, Tavily, and other sources.
  • Uses Google Gemini 2.5 Flash to process, rank, and summarize results for context-aware search.
  • Flask
  • Google APIs
  • Generative AI
  • Render

Synapse-Graph

  • A solution for detecting sentence boundaries in Knowledge Graphs using only graph structure and semantics, without access to original word order.
  • Python
  • Graph Neural Networks
  • Natural Language Processing
  • spaCy

AI-analytics

  • A modern analytics dashboard that combines real-time data visualization with AI-powered insights.
  • Next.js
  • React
  • TypeScript
  • Tailwind CSS

ASCII webcam

  • A browser-based application that converts live webcam video into colorful ASCII art in real-time.
  • HTML5
  • CSS3
  • JavaScript
  • Canvas API

recipro

  • A decentralized social platform built on the Internet Computer blockchain. It allows users to post and interact without relying on centralized servers, with core logic implemented in Rust canisters.
  • Rust
  • Dfinity SDK (DFX)
  • Internet Computer (ICP)
  • JavaScript

GitHub Dark AMOLED Theme for Micro Editor

  • A custom GitHub Dark AMOLED-inspired color theme for the Micro terminal editor.
  • Micro Editor
  • Color Schemes

Gemini CLI – Fix Sudo Bug

  • Submitted a pull request to Google's Gemini CLI, fixing an issue where commands requiring sudo would fail. Added an interactive password prompt and a secure time-limited cache for sudo passwords.
  • TypeScript
  • Node.js
  • CLI

Scrapy – Duplicate Filter Reliability Patch

  • Contributed to Scrapy by fixing a bug where semantically identical URLs (with or without trailing slashes) were treated as unique, causing duplicate fetches.
  • Implemented canonical URL handling and middleware logic to prevent redundant crawling.
  • Python
  • Scrapy
  • Middleware

BioBloom

  • Updated BioBloom, an open-source crop-management web application. It uses HTML/CSS/JavaScript (with Chart.js) on the frontend and a Node.js/Express/MongoDB backend.
  • JavaScript
  • Node.js
  • Express
  • MongoDB

Vercel Portfolio v1

  • The first version of my portfolio website built with Next.js, TypeScript, and Tailwind CSS, deployed on Vercel.
  • It showcases my projects, skills, and online presence with a clean and responsive UI.
  • Next.js
  • TypeScript
  • Tailwind CSS
  • Vercel

deepResearch

  • A Dify plugin that integrates the Tavily API to enable real-time web search and retrieval inside AI applications.
  • Python
  • Dify Plugin SDK
  • Tavily API

Smile Capture

  • A Flask web app that uses OpenCV for real-time face and smile detection. The app runs a webcam feed, detects smiles using Haar cascades, and automatically snaps a photo when a strong smile is detected.
  • Python
  • Flask
  • OpenCV

Dify Plugin – Animo Visuals

  • A Dify plugin that integrates the Animo API to generate MP4 videos from text prompts.
  • The plugin allows users to specify duration, style (cinematic, anime, realistic, etc.), and resolution.
  • Python
  • Dify
  • Animo API

Dify Plugin – Legal Clause Researcher

  • A custom Dify plugin that analyzes legal text and identifies the presence of common contractual clauses using the Thomson Reuters Legal API.
  • Python
  • Dify
  • Thomson Reuters API

learnit

  • An AI-powered educational platform that brings history's greatest minds to life through interactive conversations.
  • Next.js 15
  • TypeScript
  • Tailwind CSS
  • Framer Motion

Dify Plugin – Real-time Stock Researcher

  • A Dify plugin that retrieves real-time stock prices and market data for given ticker symbols.
  • Python
  • Dify
  • Financial APIs

Let's work together.

I'm always interested in new opportunities and exciting projects. Whether you have a project in mind or just want to chat about tech, I'd love to hear from you.

Currently available for freelance work and internship opportunities

Response time: Usually within 24 hours

Pragnyan Ramtha · 2025