Come, look at my Journey!

Building Intelligence with

Artificial Intelligence

I’m an undergrad with a growing focus on applied AI and GenAI systems. Outside coursework, I spend most of my time building tools, refining ideas, and figuring out what “good software” actually means.

Student. Builder. Curious.

Pursuing AI & ML while exploring real world projects, from custom ChatBots to finetuning LLMs.

AIML Undergrad

I constantly try to improve

My tech stack

PythonJavaJavaScriptSQLMongoDBExpressJsReactJsNodeJsPythonJavaJavaScriptSQLMongoDBExpressJsReactJsNodeJsPythonJavaJavaScriptSQLMongoDBExpressJsReactJsNodeJs

PyTorchKerasLangChainLangGraphHuggingFaceDockerN8NPyTorchKerasLangChainLangGraphHuggingFaceDockerN8NPyTorchKerasLangChainLangGraphHuggingFaceDockerN8N

I’m a developer who doesn't just ship features I shape narratives. Whether it's a GenAI-powered chatbot or a handcrafted JS animation library, I’m chasing clarity, not complexity. My work is a mix of system thinking and gut feel both matter. I like fast cycles, deliberate decisions, and debugging both code and ideas.

I build things that combine logic, emotion, and velocity

Writing Things Down

Mostly technical blogs. Sometimes about bugs. Occasionally about ideas.

"I love building user experiences that make people's lives easier"

Currently exploring AI & Web3

Years Coding

Projects Built

A Small selection of Recent Projects

MediBot - AI Powered Medical chatbot

An AI-powered Healthcare LLM-based medical chatbot using Gemini and Pinecone vector search with semantic retrieval (RAG) and deployed the backend via Flask.

See Project

https://github.com/risheeee/MediBot

ml-explain-preprocess: An Open source PyPI Package

Published a Python package on PyPI for explainable preprocessing in ML workflows, it provides modular tools for handling missing values, encoding, outlier detection, feature selection, detailed report on each and optional visual plots.

See Project

https://pypi.org/project/ml-explain-preprocess/

Lightweight RAG Engine without Orchestration Frameworks

Implemented a retrieval-augmented generation system in Python using ChromaDB and Google Gemini, built fully from scratch without orchestration frameworks.

See Project

https://github.com/risheeee/VanillaRAG

FinSightAI – Financial & Web Intelligence Assistant

FinSightAI is a powerful multi-agent system that leverages LLaMA 3 models and specialized tools like DuckDuckGo and YFinance to deliver real-time financial insights and web-sourced intelligence.