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taking AI/ML journey seriously....hopefully uploading one project a day
💭
taking AI/ML journey seriously....hopefully uploading one project a day

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DagaVedant/README.md

Hey, I'm Vedant

https://dagavedant.github.io/

Aspiring AI engineer and full stack dev, always building and learning new stuff. I mostly work on AI/ML, full stack web, IoT, and automation projects.

Repos Profile views


About Me

I build across AI/ML, deep learning, full stack, and embedded systems. Right now I'm training neural nets, shipping web apps, and messing around with my Raspberry Pi. Always picking up new frameworks and getting better at Python, TypeScript, and C++. Also on FRC Team 10600, Two Steps Ahead.


Tech I Use

Languages Python Java C++ TypeScript HTML5 CSS3 JavaScript

AI / ML PyTorch scikit-learn NumPy Pandas Transformers OpenAI Ollama

Web & Tools React Node.js FastAPI Flask Jupyter Raspberry Pi


GitHub Stats

GitHub stats Top languages


Projects I've Built

Hackathon Winners

Project What it does
PulseFlow-AI (HackJPS 2026, Best AI/ML) Healthcare platform that mixes optimization, simulation, forecasting, and AI to find and fix hospital bottlenecks
VeggieBuddy (HackJPS 2025, Best AI/ML) Web app that finds diet-friendly restaurants near you and recommends them by preference, built with React, TypeScript, Flask, and the Google Maps Places API

AI / Machine Learning

Project What it does
StudyBuddy Upload a worksheet PDF and it reads every question, tags it by topic, and brings back the ones you got wrong on an FSRS schedule
AI-Portfolio-Analyzer LSTM and Transformer models that predict returns, volatility, and downside risk across 46 stocks, with sentiment analysis, portfolio optimization, and a full backtesting engine
GardenBuddy Real-time Raspberry Pi garden monitor with dual AI (a custom LSTM plus a local Ollama LLM) for live soil, temp, humidity, and light insights on a React dashboard
FRC-Chatbot-Team-10600 Avocado, an AI pit assistant for FRC Team 10600 built with FastAPI, Ollama, and a hybrid TF-IDF plus semantic RAG system with conversation memory
Sign-app Signify, an open-source app that turns spoken English into ASL, using offline Vosk speech recognition, spaCy for English-to-gloss, and 3D hands that sign each word

Hardware & Embedded

Project What it does
Helios-HackPHS-2026 Dual-axis solar tracker that measures sun intensity and adjusts automatically for maximum efficiency
MiniPad 3x3 QMK macropad with a rotary encoder, RGB keys, and an OLED showing a clock and a spinning globe
NotGoingToBeLateToSchool 9-key bedside alarm clock and ambient info display that starts Spotify on your phone and limits snoozes to three

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  1. AI-Portfolio-Analyzer AI-Portfolio-Analyzer Public

    AI Portfolio Analyzer is a deep learning tool that trains LSTM and Transformer models on 46 stocks to predict returns, volatility, and downside risk with a built-in sentiment analysis, portfolio op…

    Jupyter Notebook

  2. AI-Productivity-Data-Science-Project AI-Productivity-Data-Science-Project Public

    data science project on ai and productivity, full written report in the repo

    Jupyter Notebook

  3. FRC-Chatbot-Team-10600 FRC-Chatbot-Team-10600 Public

    This is Avocado, AI pit assistant for FRC Team 10600 Two Steps Ahead. Built with FastAPI, Ollama, and a hybrid TF-IDF + semantic RAG system. Answers questions about the robot, team, and game manual…

    HTML 1

  4. Leccion-7-de-Espanol Leccion-7-de-Espanol Public

    its a spanish review site that helps students learn job-related vocabulary, future tense, future perfect tense, and past subjunctive tense.

    TypeScript

  5. old-website old-website Public

    no longer used

    JavaScript