Hi, I'm Jiyanshi
AI/ML and data science enthusiast building practical solutions for climate, governance, and real-world problems.
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About

I’m a Computer Science and Engineering student and research-focused AI/ML developer. I’ve worked as a Research Intern at ARIES, where I built complete geospatial pipelines on ERA5 and Landsat data to study long-term climate variability and urban heat island behaviour. I also build end-to-end applications like an AI-powered rural governance assistant (FastAPI + React + Qdrant), SEO automation tools, and multilingual RAG/SQL chatbots for schemes and internships. I love taking messy real-world data, analysing it, and turning it into clean, usable tools with simple interfaces—and I actively participate in hackathons, internships, and tech communities to keep learning.

Skills

Python
Machine Learning
Deep Learning
NLP
Computer Vision
YOLOv8
AutoML
LangChain
RAG Systems
Flask
FastAPI
Streamlit
Scikit-learn
TensorFlow / Keras
PyTorch
OpenCV
Matplotlib
Seaborn
xarray
rioxarray
C++
C
Java
SQL
HTML
CSS
JavaScript
Git
GitHub
Pandas
NumPy
Google Earth Engine
QGIS
Power BI
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.

AI Product Discovery Assistant

AI Product Discovery Assistant

An AI-powered ecommerce product recommendation system with full data-scraping pipeline, PostgreSQL storage, Qdrant semantic search, and Groq Llama-3.1-8B reasoning. Supports abstract user queries, multi-step intent interpretation, and product re-ranking through a custom RAG architecture. Includes a React + Tailwind storefront, product detail pages, and an interactive chat interface with real-time AI-recommended product cards.

FastAPI
React
Tailwind
PostgreSQL
Qdrant
Neo4j
Groq Llama-3.1-8B
Sentence-Transformers
ScraperAPI
BeautifulSoup
Python
NLP
RAG
AI-Powered Internship Query Chatbot

AI-Powered Internship Query Chatbot

A multilingual internship-query chatbot built with Flask, LangChain, and Groq LLaMA that converts natural-language questions into SQL for accurate internship retrieval. Supports Hindi-English seamless interaction, structured dataset search, and low-latency recommendations.

Flask
LangChain
Groq LLaMA
SQL
Python
Google Translate API
Multimodal RAG: Local Document & Audio Retrieval System

Multimodal RAG: Local Document & Audio Retrieval System

A fully offline multimodal RAG system supporting PDF, DOCX, TXT, images, and audio. Built using Flask with Tesseract OCR and Faster-Whisper ASR, e5-small-v2 embeddings, and FAISS for fast semantic search and grounded snippet retrieval.

Flask
FAISS
e5-small-v2
Tesseract OCR
Faster-Whisper ASR
Python
SQLite
AI-Powered Rural Governance Assistant

AI-Powered Rural Governance Assistant

A bilingual (Hindi + English) AI assistant for rural governance enabling scheme lookup, Panchayat-wise data retrieval, and intelligent recommendations. Features voice input, chat history, multi-message memory, dynamic UI, and high-accuracy semantic search over government datasets using Groq LLaMA + Qdrant.

FastAPI
React
TailwindCSS
Groq LLaMA
Qdrant
Sentence-Transformers
LangChain
NLP
SQL
Google Translate API
SEO Internal Link Suggestion Tool

SEO Internal Link Suggestion Tool

An automated SEO interlinking system with full-domain crawling, readability-based extraction, TF-IDF + SBERT hybrid similarity scoring, and intelligent anchor text generation. Includes a Streamlit dashboard with advanced controls for real-time, explainable anchor→target recommendations and CSV export.

Streamlit
Python
NLP
SBERT
TF-IDF
BeautifulSoup
Web Crawling
Requests
Pandas
See all at

Credits to Kartik Pawar for this beautiful website