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VinayHanni/README.md

Hi, I'm Hanni Vinay 👋


Student at PES University, Bengaluru.

I'm learning to build backend systems — APIs, databases, the stuff that runs behind the screen.

Curious about how things work under the hood — so I break them, figure out why, and build them better.

The backend made sense to me before the frontend ever did.


🛠️ What I Work With

Languages I'm comfortable in
Python Java JavaScript SQL

Backend
FastAPI Flask

Databases
MySQL Supabase ChromaDB Redis

Tools I use
Docker Git GitHub Actions


📁 Projects I've Built

PIPO – AI Assistant with Long-Term Memory (Capstone)
A personal AI assistant that actually remembers things across conversations. Built the backend with FastAPI, used ChromaDB for vector storage, and DistilBERT for deciding what's worth remembering. Containerized with Docker.
The research paper got accepted at SEAI 2026 (IEEE co-sponsored). Still feels a little unreal.

Blood Management System
A full-stack web app to manage donor and recipient records. Flask + MySQL, with role-based access so different users see different things. Focused a lot on getting the schema right.

Crop Spoilage Prediction
Trained a few ML models (Random Forest, XGBoost, LightGBM) to predict when crops would spoil. Wrapped it in a Flask API so it could be used as a real service.

PESU Slide Downloader (Chrome Extension)
A small browser extension that bulk-downloads lecture slides from the university portal. Saved a lot of manual clicking for classmates.


📄 Research

PIPO: A Persistent Infrastructure Framework for AI Memory Lifecycle Management
Accepted at SEAI 2026 — IEEE & Scopus indexed, Fuzhou, China.


🎯 Where I'm Headed

Looking for early-career or internship roles in backend development. I want to keep getting better at API design, database work, and building things that are reliable under the hood.


       


Always open to feedback on my projects or code — still learning.

Popular repositories Loading

  1. PIPO PIPO Public

    AI-powered personal memory assistant that remembers context across conversations using DistilBERT embeddings, ChromaDB vector storage, and a rolling summary system. Built with FastAPI, Redis, and S…

    Python

  2. Primetrade-Assignment- Primetrade-Assignment- Public

    Python CLI trading bot for Binance Futures Testnet. Supports market, limit, and stop-market orders with input validation, minimum notional checks, HMAC-SHA256 signing, and rotating log files.

    Python

  3. Crop-Spoilage-Prediction Crop-Spoilage-Prediction Public

    Machine learning web app that predicts crop spoilage risk using LightGBM. Built with a Python/Flask backend and Angular frontend. Takes crop and environmental inputs and returns spoilage probabilit…

    TypeScript

  4. pesu-pdf-downloader pesu-pdf-downloader Public

    Chrome extension that bulk downloads PDFs from PESU's academic portal with one click.

    JavaScript

  5. VinayHanni VinayHanni Public