Pinned Repositories
Advanced_CP_IIITH_Meets
AI_System_for_Seed_Quality_Testing
Algorithms-and-Coding-Interviews
Open source content from a book in progress, Hands-on Algorithmic Problem Solving
AliGhodsiLectures
Annotation-Tool
A tool to annotate datapoints(images) in a dataset efficiently by incorporating ML techniques.
Annotation_Tool
Compression_and_Quantisation_Techniques
Compression and Quantisation Techniques
Paligemma-MultiModal-System
Building a Multi-modal System from Scratch using the best coding practices
Sensor_Fusion_Paper
Implementing Various Sensor Fusion Techniques by incorporating Object Detection Methods
Stable_Diffusion
Coding Stable Diffusion from scratch. Playing around with the final model, by experimenting.
prtk1729's Repositories
prtk1729/AI_System_for_Seed_Quality_Testing
prtk1729/AliGhodsiLectures
prtk1729/Annotation-Tool
A tool to annotate datapoints(images) in a dataset efficiently by incorporating ML techniques.
prtk1729/Compression_and_Quantisation_Techniques
Compression and Quantisation Techniques
prtk1729/Paligemma-MultiModal-System
Building a Multi-modal System from Scratch using the best coding practices
prtk1729/Stable_Diffusion
Coding Stable Diffusion from scratch. Playing around with the final model, by experimenting.
prtk1729/AudioDeepLearning
prtk1729/Blocks-in-Llama
Exploring all the blocks(legos) to build the Llama model. Both coding + conceptual understanding. Part of a course taken during IIITH days
prtk1729/ChatBot_for_Ophthalmology
Chatbot Application using Llama2 for Ophthalmology and related domain applications
prtk1729/ChatBot_Using_Chainlit
Demo App using chainlit
prtk1729/Clothes-Replacement
This project combines Image Segmentation and Stable Diffusion techniques for a clothes replacement case study
prtk1729/CodeSnippetAnalyser
An End-to-end project leveraging LLMs for source code analysis
prtk1729/Custom_LLM_from_Scratch
Coding a custom LLM from scratch
prtk1729/DLProjectManagement
Dummy Project for DL Projects
prtk1729/ECommerceBot
An End-to-End Ecommerce Bot leveraging LLMs
prtk1729/Interview_Question_Creator
This tool is for my personal usage Question and Answers Creation
prtk1729/LensMD
Medical Image Analysis App
prtk1729/LinguaBot
LinguaBot is a powerful multilingual assistant leveraging LLMs with a production-grade pipeline for seamless translations, voice recognition, and language understanding.
prtk1729/LinuxCommands
Most of the linux commands I use and their expected behaviour
prtk1729/LLM_Book
This repo tracks the progress I make in completing the book "LLMs from Scratch: Sebastian Raschka"
prtk1729/LLM_from_Groundup
Workshop Topics by Sebastian Raschka on LLMs
prtk1729/ML_Interview_Prep
170 Lectures preparing for interviews
prtk1729/MLOPS_Deep_Learning
A basic classification project to underscore the importance of production grade deployment lifecycle
prtk1729/Multi-modal-Generation-Using-CLIP-and-VQGAN
prtk1729/MultiModal-RAG-based-Tool
**Description:** A multimodal RAG application using Llama Index and Chroma DB for efficient data extraction and summarization from PDFs and images. Features include text, table, and image summarization, with a multi-vector retriever for optimized data retrieval, providing cohesive summaries across diverse document types.
prtk1729/Multimodal_from_scratch
Coding up a multimodal model from scratch
prtk1729/nanoGPT-Andrej-Karpathy
Mimicking GPT2 by following a video by Andrej Karpathy and documenting the steps
prtk1729/NeRF_Exploration
Exploring 3D reconstruction using NeRF
prtk1729/prtk1729
prtk1729/VisualisingAttentionForAllLayersAndHeads
Coding a Transformer from Scratch and visualising attention maps for each layer and head