my projects.
I build AI systems that actually ship — from fine-tuned models hitting 90% reasoning accuracy to no-code agent platforms processing thousands of autonomous workflows. Every project here started from a real problem and ended with a working system.
Agent7
- Built a no-code AI agent platform from scratch, solo. Agents connect to 1,000+ apps and run autonomous sessions for hours or days.
- Handles research, outreach, CRM updates, lead qualification, and cross-app workflows from plain English instructions.
- Next.js
- TypeScript
- AI Agents
- Integrations
- SaaS
AIMO-3: Efficient Reasoning via LLM Fine-Tuning
- **AIMO-3 Solver Medalist** — fine-tuned Phi-4 (14B) on CoT and TiR datasets to optimize multi-step mathematical reasoning, achieving **90% accuracy** on competition benchmarks rivaling 125B parameter models with a fraction of the compute.
- Phi-4
- Fine-tuning
- CoT/TiR
- PEFT
Personality Clone
- Fine-tuned a Large Language model, leveraging PEFT (QLoRA) and contrastive learning on private conversational data to emulate personal 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
- Engineered an AI-driven OS automation system leveraging function calling and tool-use paradigms to execute complex natural language tasks to achieve low-level automation.
- Built a Reasoning + Acting agent framework with command sandboxing, reducing execution errors and achieving **45% faster task completion** than manual workflows.
- 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
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
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.
Open to AI engineering roles, consulting, and collaboration on ambitious AI projects
Response time: Usually within 24 hours
Pragnyan Ramtha · 2026