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πŸ’« About Me:

πŸ™‹β€β™€οΈI'm an ML enthusiast who likes to explore new technologies, write code, and ask a lot of questions.

⭐️ Google Developer Expert in Machine Learning (Gen AI)

πŸ‘©πŸ»β€πŸŽ“MS Candidate at Georgia Institute of Technology

πŸ”­ I’m currently working on understanding the basics of LLM and applying learnings to projects

πŸ‘― I’m looking to collaborate on Gen AI projects

πŸ“ I regularly write technical blogs on research paper summaries for LLMs, RLHF, and related projects.

🌐 Socials:

LinkedIn Medium X YouTube

πŸ’» Tech Stack:

C Python Solidity Google Cloud Keras Matplotlib NumPy Pandas TensorFlow Scipy Plotly PyTorch scikit-learn Adobe Figma Dribbble Canva Adobe Photoshop Jira Power Bi Trello Raspberry Pi Arduino Notion

Projects

1. Pdf Chatbot

Gradio application that allows users to upload any pdf and ask questions related to the document using llama3 running locally using Ollama.

Demo

pdf_chatbot

Project Link

(https://github.com/AashiDutt/RAG/tree/main/%5BPROJECT%5Dpdf_chatbot)

2. Chat with Webpage

A web-based chat application that helps to chat with any webpage using local llama3 and RAG. Developed using Streamlit, ollama and langchain_community.

Demo

webpage_chatbot (1)

Project Link

https://github.com/AashiDutt/RAG/blob/main/%5BPROJECT%5DRAG_with_llama3_webpage_chatbot.py

3. AI Architect

SDXL fine-tuning with DreamBooth and LoRA for image generation of living rooms and video generation using Stable Video Diffusion by Stability AI hosted on HuggingFace.

Demo

svd

Project Link

https://github.com/AashiDutt/LLM-Projects/blob/main/AI_Architect_fine_tuning_stable_diffusion_with_Dreambooth_and_LoRA.ipynb

4. PharmaScan

The PharmaScan app, is powered by revolutionary Gemini Pro Vision API that empowers you to scan your medicines and analyze them for instant prescription information. This app takes an image of any medicine and generates a prescription instantly covering the medicine name, symptoms it cures, primary diagnosis, dosage, and method of use.

Demo

compressed (2) (1) Gemini_Pro_Vision_App (2)

Project Link

https://github.com/NSTiwari/Medicine-Scan-with-Gemini/blob/main/README.md

Interesting Reads

  1. LoRA: Squeezing Giants into Ants withΒ Style
  2. PharmaScan
  3. Generative Image Dynamics

πŸ“Š GitHub Stats:




Aashi Dutt's Projects

annotated-research-papers icon annotated-research-papers

This repository contains annotated papers for NLP, Computer vision, Reinforcement learning and more, along with my notes.

applied-machine-learning icon applied-machine-learning

Applied Machine Learning demos from my site: http://www.appliedprogramming.net/machine-learning/home.html

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearning icon deeplearning

Deep Learning Concepts and Research Paper Implementations.

facets icon facets

Visualizations for machine learning datasets

farmscan-using-gemini icon farmscan-using-gemini

This project is an implementation of using the Google Pro Vision model API on Android to recognize the freshness and nutrition value of fruits and vegetables.

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